An English-to-Mandarin AI Glossary of State-of-the-Art Topics

tl;dr An English to Mandarin glossary of AI terminology, grouped topically by areas (e.g. NLP) and then tasks (e.g. NER). The state-of-the-art on each task and subtasks can be explored through links to Papers With Code.

Natural Language Processing (NLP) `自然语言处理`

English	Mandarin	Datasets	Subtasks
Question Answering	问答系统	48	9
Machine Translation	机器翻译	46	6
Text Classification	该技术	29	10
Sentiment Analysis	情感分析	28	7
Named Entity Recognition	命名实体识别/专名辨识	25	7
Document Classification	文件密级：	18	1
Relation Extraction	关系抽取任务	17	6
Natural Language Inference	自然语言推理	16	1
Semantic Parsing	语义分析	16	4
Speech Recognition	语音识别	13	7
Text Summarization	自动摘要	13	7
Dependency Parsing	依存句法分析	11	3
Word Sense Disambiguation	词义消歧	11	0
Cross-Lingual Document Classification	跨语言文档分类	10	1
Entity Linking	实体链接	10	0
Aspect-Based Sentiment Analysis	基于方面的情感分析	9	3
Text Generation	文本生成	8	16
Entity Disambiguation	实体消除歧义	7	0
Speech Enhancement	语音增强	7	1
Word Alignment	字对齐	7	0
Coreference Resolution	核心分辨率	6	1
Grammatical Error Correction	语法错误纠正	6	1
Multi-Label Classification	多标签分类	6	0
Sarcasm Detection	讽刺检测	6	0
Speech Separation	语音分离	6	1
Conversational Response Selection	对话响应选择	5	0
Phrase Grounding	短语接地	5	0
Recipe Generation	配方生成	5	0
Chunking	块状	4	0
Cover Song Identification	封面歌曲标识	4	0
Cross-Lingual Bitext Mining	跨语言双文本采矿	4	0
Entity Typing	实体类型	4	0
Hate Speech Detection	仇恨言论检测	4	0
Paraphrase Identification	复述检测	4	0
Semantic Textual Similarity	语义文本相似性	4	1
Audio Denoising	音频去诺化	3	0
Constituency Parsing	选区解析	3	1
Hypernym Discovery	超名发现	3	0
Intent Detection	意图检测	3	0
Question Generation	问题生成	3	0
Reading Comprehension	机器阅读理解	3	3
Slot Filling	插槽填充	3	0
Amr Parsing	抽象语义表示	2	0
Bias Detection	偏置检测	2	1
Fake News Detection	假新闻检测	2	0
Graph-to-Sequence	指将图的输入格式转换成序列	2	1
Linguistic Acceptability	语言可接受性	2	0
Passage Re-Ranking	通行重新排序	2	0
Semantic Role Labeling	语义角色标记	2	3
Sign Language Translation	手语翻译	2	0
Speech Synthesis	语音合成	2	2
Table-to-Text Generation	表到文本的生成	2	1
Text Style Transfer	文本样式传输	2	1
Text-To-Speech Synthesis	文本到语音合成	2	1
Acoustic Novelty Detection	声学新颖性检测	1	0
Arabic Text Diacritization	阿拉伯语文本分文化	1	0
Audio Generation	音频生成	1	1
CCG Supertagging	组合范畴语法超标注	1	0
Code Summarization	代码汇总	1	1
Counterspeech Detection	反信号检测	1	0
Dialog Act Classification	对话框行为分类	1	0
Direction of Arrival Estimation	到达方向估计	1	0
Entity Alignment	实体对齐	1	0
Fact Verification	事实验证	1	0
Humor Detection	幽默检测	1	0
Language Acquisition	语言习得	1	0
Lexical Normalization	词法规范化	1	0
Memex Question Answering	梅克斯问题解答	1	0
Query Wellformedness	格式良好的自然语言问题	1	0
Question Similarity	问题相似性	1	1
Representation Learning	表征学习	1	11
SQL-to-Text	SQL转换文本	1	0
Speaker Diarization	扬声器二元化	1	0
Speaker Identification	扬声器识别	1	0
Subjectivity Analysis	主观性分析	1	0
Text Clustering	文本群集	1	1
Text-To-Sql	文本到 Sql	1	0
Voice Conversion	语音转换	1	0
Abstract Anaphora Resolution	摘要阿纳波拉分辨率	0	0
Accented Speech Recognition	强调语音识别	0	0
Acoustic Unit Discovery	声学单元发现	0	0
Answer Selection	答案选择	0	0
Arrhythmia Detection	心律失常检测	0	0
Aspect Extraction	方面提取	0	0
Audio Super-Resolution	音频超分辨率	0	0
Citation Intent Classification	引文意图分类	0	0
Conversation	对话	0	0
Cross-Lingual NER	跨语言 NER	0	0
Cross-Lingual Natural Language Inference	跨语言自然语言推理	0	0
Curved Text Detection	曲线文本检测	0	0
Dependency Grammar Induction	依赖语法归纳	0	0
Dialogue Act Classification	对话法分类	0	0
Dialogue Generation	对话生成	0	0
Dialogue State Tracking	对话状态跟踪	0	0
Distant Speech Recognition	远程语音识别	0	0
Document Embedding	文档嵌入	0	0
Drug–drug Interaction Extraction	药物与药物相互作用提取	0	0
Emotion Cause Extraction	情感原因提取	0	0
Emotion Classification	情感分类	0	0
Emotion Recognition in Conversation	对话中的情感识别	0	0
Emotion-Cause Pair Extraction	情感原因对提取	0	0
Event Detection	事件检测	0	0
Fine-Grained Opinion Analysis	细粒意见分析	0	0
Grammatical Error Detection	语法错误检测	0	0
Heartbeat Classification	心跳分类	0	0
KB-to-Language Generation	知识库到语言的生成	0	0
Knowledge Base Question Answering	知识库问题解答	0	0
Language Modeling	语言模型	0	0
Multilingual Machine Comprehension	多语种机器理解	0	0
Name Entity Recognition	命名实体识别	0	0
Negation Scope Resolution	否定范围解析	0	0
Nested Named Entity Recognition	嵌套命名实体识别	0	0
Noisy Speech Recognition	嘈杂语音识别	0	0
Paper generation	纸张生成	0	0
Paraphrase Generation	转述生成	0	0
Pos Tagging	词性标记	0	0
Predicate Detection	谓词检测	0	0
Prosody Prediction	普罗索迪预测	0	0
Query-Based Extractive Summarization	基于查询的提取汇总	0	0
Question Quality Assessment	问题质量评估	0	0
Reader-Aware Summarization	读者感知汇总	0	0
Scientific Concept Extraction	科学概念提取	0	0
Scientific Results Extraction	科学结果提取	0	0
Semantic Equivalence	语义等价	0	0
Semantic Role Labeling (predicted predicates)	语义角色标记（预测谓词）	0	0
Sentence Classification	句子分类	0	0
Speculation Scope Resolution	投机范围分辨率	0	0
Speech Dereverberation	演讲德弗伯	0	0
Speech Emotion Recognition	语音情感识别	0	0
String Transformation	字符串转换	0	0
Text Compression	文本压缩	0	0
Thai Word Tokenization	泰语单词标记	0	0
Timeline Summarization	时间轴汇总	0	0
Timex Normalization	时间表达式规范化	0	0
Unsupervised Semantic Segmentation	无监督语义分割	0	0
Unsupervised Video Summarization	无监督视频汇总	0	0
Visual Dialog	视觉对话框	0	0
Word Segmentation	词分割	0	0
Entity Resolution	实体解决方案	0	0
Relation Classification	关系分类	0	2
Sentence Embeddings	句子嵌入	0	4

Computer Vision (CV) `计算机视觉`

English	Mandarin	Datasets	Subtasks
Image Super-Resolution	超高分辨率成像	47	4
Graph Classification	图分类	46	0
Image Generation	图像生成/图像合成	43	13
Semantic Segmentation	语义分割	35	18
Image Classification	图像分类	34	18
Visual Question Answering	视觉问题答案	34	2
3D Object Detection	3D 对象检测	29	2
Image Clustering	图像聚类	27	4
Image-To-Image Translation	图像到图像的转换	27	10
Object Detection	对象检测	27	23
Action Recognition	活动识别	22	4
Image Retrieval	图像检索系统	20	8
Fine-Grained Image Classification	细粒度图像分类	19	1
Face Verification	面部验证	16	1
Hand Gesture Recognition	手势识别	16	1
Facial Expression Recognition	面部表情识别	15	4
Trajectory Prediction	轨迹预测	15	2
Object Localization	目标定位任务	14	5
Person Re-Identification	人物重新识别	14	7
Person Re-identification	人员重新识别	14	7
Density Estimation	密度估算	13	0
Pose Estimation	姿势估计	13	14
Community Detection	社区检测	12	3
Gesture Recognition	手势识别	12	4
Medical Image Segmentation	医学图像分割	12	28
3D Human Pose Estimation	3D 人类姿势估计	11	4
Action Classification	操作分类	11	1
Interactive Segmentation	交互式分段	10	0
Anomaly Detection	异常检测	9	6
Scene Text Detection	场景文本检测	9	2
Optical Flow Estimation	光流估计	8	0
Video Retrieval	视频检索	8	1
Graph Regression	图形回归	7	0
Out-of-Distribution Detection	分布外检测	7	0
Talking Head Generation	会说话的头一代	7	1
Temporal Action Localization	时态操作本地化	7	5
Video Generation	视频生成	7	1
Depth Estimation	深度估计	6	7
Face Detection	人脸检测	6	1
Face Recognition	人脸识别	6	2
Facial Landmark Detection	面部地标检测	6	2
Hand Pose Estimation	手姿势估计	6	1
Human Interaction Recognition	人际交往识别	6	2
Saliency Detection	盐度检测	6	3
Video Classification	视频分类	6	1
Video Prediction	视频预测	6	1
3D Face Reconstruction	3D 面部重建	5	1
Compressive Sensing	压缩传感	5	0
Edge Detection	边缘检测	5	0
Gaze Estimation	凝视估计	5	0
Image Dehazing	图像除哈辛	5	0
Image Matting	图像遮罩	5	0
Instance Segmentation	实例分割	5	5
Lipreading	唇读	5	0
Video Captioning	视频字幕	5	3
3D Multi-Person Pose Estimation	3D 多人姿势估计	4	2
3D Reconstruction	3D 重建	4	1
Action Quality Assessment	行动质量评估	4	0
Depth Completion	深度完成	4	0
Document Image Classification	文档图像分类	4	0
Horizon Line Estimation	地平线线估计	4	0
Image Captioning	图像字幕	4	1
Image Inpainting	图像画	4	4
Motion Segmentation	运动分割	4	0
Novel View Synthesis	新视图合成	4	0
Surface Normals Estimation	曲面法线估计	4	0
Weakly Supervised Action Localization	弱监督的操作本地化	4	0
3D Canonical Hand Pose Estimation	3D 规范手姿势估计	3	0
3D Point Cloud Classification	3D 点云分类	3	0
6D Pose Estimation	6D 姿势估计	3	1
Blink Estimation	闪烁估计	3	0
Graph Clustering	图形聚类	3	0
Human Part Segmentation	人体部分分割	3	0
Human-Object Interaction Detection	人-对象交互检测	3	0
Image Reconstruction	图像重建	3	1
Object Classification	对象分类	3	0
Object Counting	对象计数	3	0
Point Cloud Generation	点云生成	3	1
Pose Tracking	姿势跟踪	3	0
Sketch-Based Image Retrieval	基于草图的图像检索	3	1
Stance Detection	姿态检测	3	0
Video Object Segmentation	视频对象分割	3	4
3D Absolute Human Pose Estimation	3D 绝对人类姿势估计	2	1
3D Object Classification	3D 对象分类	2	1
3D Object Reconstruction	3D 对象重建	2	2
3D Semantic Segmentation	3D 语义分割	2	2
3D Shape Modeling	3D 形状建模	2	0
Emotion Recognition	情感识别	2	7
Human Action Generation	人类行动生成	2	1
Line Segment Detection	线段检测	2	0
Pneumonia Detection	肺炎检测	2	0
Pose Retrieval	姿势检索	2	0
Scanpath Prediction	扫描路径预测	2	0
Sign Language Recognition	手语识别	2	0
Video Summarization	视频总结	2	2
3D Hand Pose Estimation	3D 手姿势估计	1	2
3D Multi-person Pose Estimation (absolute)	3D 多人姿势估计（绝对）	1	0
3D Multi-person Pose Estimation (root-relative)	3D 多人姿势估计（相对根）	1	0
3D Shape Reconstruction	3D 形状重建	1	1
Activity Prediction	活动预测	1	2
Activity Recognition In Videos	视频中的活动识别	1	1
Animal Pose Estimation	动物姿势估计	1	0
Breast Tumour Classification	乳房肿瘤分类	1	0
Camera Localization	摄像机本地化	1	1
DeepFake Detection	深度故障检测	1	0
Defocus Estimation	散焦估计	1	0
Dense Pixel Correspondence Estimation	寻找密集像素图像之间的对应关系	1	0
Document Layout Analysis	文档布局分析	1	1
Historical Color Image Dating	历史彩色图像约会	1	0
Image Compression	图像压缩	1	3
Image Cropping	图像裁剪	1	0
Image Enhancement	图像增强	1	3
Image Recognition	图像识别	1	2
Image Registration	图像注册	1	0
Lip to Speech Synthesis	唇到语合成	1	1
Multi-tissue Nucleus Segmentation	多组织核分割	1	0
Optical Character Recognition	光学字符识别	1	7
Person Identification	人员识别	1	0
Person Retrieval	人员检索	1	0
Point Cloud Super Resolution	点云超分辨率	1	0
Rain Removal	清除雨水	1	1
Robotic Grasping	机器人抓握	1	1
Rotated MNIST	旋转的 MNIST	1	0
Safety Perception Recognition	安全感知辨识	1	0
Scene Parsing	场景分析	1	8
Scene Understanding	场景了解	1	2
Seizure Detection	缉获检测	1	0
Shadow Detection	阴影检测	1	1
Table Detection	表检测	1	0
Talking Face Generation	会说话的脸生成	1	1
Traffic Sign Detection	交通标志检测	1	0
Video Reconstruction	视频重建	1	0
Vision-Language Navigation	视觉语言导航	1	0
3D Facial Expression Recognition	3D 面部表情识别	0	0
3D Facial Landmark Localization	3D 面部地标本地化	0	0
3D Instance Segmentation	3D 实例分割	0	0
3D Medical Imaging Segmentation	3D 医疗成像分割	0	0
3D Multi-Object Tracking	3D 多对象跟踪	0	0
3D Object Recognition	3D 对象识别	0	0
3D Object Reconstruction From A Single Image	从单个图像重建 3D 对象	0	0
3D Part Segmentation	3D 零件分割	0	0
3D Pose Estimation	3D 姿势估计	0	0
3D Room Layouts From A Single RGB Panorama	来自单个 RGB 全景的 3D 房间布局	0	0
3D Room Layouts From A Single Rgb Panorama	来自单个 Rgb 全景的 3D 房间布局	0	0
3D Semantic Instance Segmentation	3D 语义实例分割	0	0
3D Shape Classification	3D 形状分类	0	0
3D Shape Retrieval	3D 形状检索	0	0
6D Pose Estimation using RGB	使用 RGB 进行 6D 姿势估计	0	0
Abnormal Event Detection In Video	视频中异常事件检测	0	0
Action Recognition In Videos	视频中的操作识别	0	0
Action Segmentation	操作分割	0	0
Action Unit Detection	操作单元检测	0	0
Aesthetics Quality Assessment	美学质量评估	0	0
Age And Gender Classification	年龄和性别分类	0	0
Age Estimation	年龄估算	0	0
Age-Invariant Face Recognition	年龄不变人脸识别	0	0
Anomaly Detection in Edge Streams	边缘流中的异常检测	0	0
Blood pressure estimation	血压估计	0	0
Brain Image Segmentation	脑图像分割	0	0
Building Change Detection	生成更改检测	0	0
Cell Segmentation	细胞分割	0	0
Classification Consistency	分类一致性	0	0
Colorectal Gland Segmentation	结肠直肠分段	0	0
Cross-View Image-to-Image Translation	交叉查看图像到图像的转换	0	0
Crowd Counting	人群计数	0	0
Dense Object Detection	密集对象检测	0	0
Depiction Invariant Object Recognition	描述不变对象识别	0	0
Disease Detection	疾病检测	0	0
Disguised Face Verification	伪装面部验证	0	0
Displaced people recognition	流离失所者得到承认	0	0
Document Image Dewarping	文档图像去扭曲	0	0
Document Image Unwarping	文档图像解扭曲	0	0
Drone Navigation	无人机导航	0	0
Drone-view Target Localization	无人机视图目标本地化	0	0
Egocentric Activity Recognition	以自我为中心的活动识别	0	0
Face Alignment	面对齐	0	0
Face Anti-Spoofing	面防欺骗	0	0
Face Hallucination	面部幻觉	0	0
Face Presentation Attack Detection	人脸演示攻击检测	0	0
Face Sketch Synthesis	面部草图合成	0	0
Facial Action Unit Detection	面部动作单元检测	0	0
Facial Beauty Prediction	面部美容预测	0	0
Facial Inpainting	面部修复/面部完成	0	0
Factual Visual Question Answering	事实视觉问题解答	0	0
Gender Prediction	性别预测	0	0
Generating 3D Point Clouds	生成 3D 点云	0	0
Group Activity Recognition	组活动识别	0	0
Hand Gesture-to-Gesture Translation	手手势到手势翻译	0	0
Handwritten Digit Recognition	手写数字识别	0	0
Head Detection	头部检测	0	0
Head Pose Estimation	头部姿势估计	0	0
Homography Estimation	造影估计	0	0
Human Grasp Contact Prediction	人类抓地力接触预测	0	0
Human Instance Segmentation	人类实例分割	0	0
Human Pose Estimation	人体姿态估计	0	0
Hyperspectral Image Classification	超光谱图像分类	0	0
Image Denoising	图像去噪	0	0
Image Outpainting	图像外漆	0	0
Image Segmentation	图像分割	0	0
Interactive Video Object Segmentation	交互式视频对象分割	0	0
Keypoint Detection	关键点检测	0	0
Layout-to-Image Generation	布局到图像的生成	0	0
Lesion Segmentation	病变分割	0	0
License Plate Recognition	牌照识别	0	0
Liver Segmentation	肝脏分割	0	0
Low-Light Image Enhancement	低光图像增强	0	0
Lung Nodule Segmentation	肺结核分割	0	0
Medical Object Detection	医疗对象检测	0	0
Monocular Depth Estimation	单目深度估计	0	0
Multi-Human Parsing	多人解析	0	0
Multi-Person Pose Estimation	多人姿势估计	0	0
Multi-view Subspace Clustering	多视图子空间群集	0	0
Multimodal Unsupervised Image-To-Image Translation	多式联运无监督图像到图像转换	0	0
Multiple Object Forecasting	多个对象预测	0	0
Multiple Object Tracking	多个对象跟踪	0	0
Nuclear Segmentation	核分段	0	0
Object Proposal Generation	对象建议生成	0	0
Object Skeleton Detection	对象骨架检测	0	0
Occluded Face Detection	遮挡人脸检测	0	0
One-Shot 3D Action Recognition	单次三拍动作识别	0	0
One-Shot Object Detection	单次对象检测	0	0
Online Multi-Object Tracking	在线多对象跟踪	0	0
Pancreas Segmentation	胰腺分割	0	0
Panoptic Segmentation	泛视分割	0	0
People Recognition	人员认可	0	0
Photo Geolocation Estimation	照片地理位置估算	0	0
Pixel-By-Pixel Classification	在像素层面上进行分类	0	0
Point Cloud Completion	点云完成	0	0
Pose Transfer	姿势转移	0	0
RF-based Pose Estimation	基于射频的姿势估计	0	0
Real-Time Object Detection	实时对象检测	0	0
Real-time Instance Segmentation	实时实例细分	0	0
Retinal Vessel Segmentation	视网膜血管分割	0	0
Robust Object Detection	强大的对象检测	0	0
Scene Graph Generation	场景图形生成	0	0
Scene Recognition	场景识别	0	0
Scene Segmentation	场景分割	0	0
Self-Supervised Action Recognition	自我监督的操作识别	0	0
Semantic Part Detection	语义零件检测	0	0
Semi-Supervised Image Classification	半监督图像分类	0	0
Sequential Image Classification	顺序图像分类	0	0
Single-Image-Based Hdr Reconstruction	基于单图像的 Hdr 重建	0	0
Skeleton Based Action Recognition	基于骨架的操作识别	0	0
Skin Cancer Segmentation	皮肤癌分割	0	0
Smile Recognition	微笑识别	0	0
Speaker-Specific Lip to Speech Synthesis	扬声器特定唇部语音合成	0	0
Steering Control	转向控制	0	0
Stereo Depth Estimation	立体深度估计	0	0
Synthetic-to-Real Translation	合成到真实翻译	0	0
Temporal Action Proposal Generation	临时操作建议生成	0	0
Text-To-Image Generation	文本到图像生成	0	0
Text-to-Image Generation	文本到图像的生成	0	0
Trajectory Forecasting	轨迹预测	0	0
Unsupervised Facial Landmark Detection	无监督的面部地标检测	0	0
Unsupervised Person Re-Identification	无监督的人重新识别	0	0
Unsupervised image classification	无监督图像分类	0	0
Vector Graphics Animation	矢量图形动画	0	0
Vehicle Re-Identification	车辆重新识别	0	0
Video Deinterlacing	视频去隔行扫描	0	0
Video Denoising	视频去诺化	0	0
Video Frame Interpolation	视频帧插值	0	0
Video Image Super-Resolution	视频超分辨率	0	0
Video Object Detection	视频对象检测	0	0
Video Story QA	视频故事 QA	0	0
Video-to-Video Synthesis	视频到视频合成	0	0
Visual Object Tracking	视觉对象跟踪	0	0
Visual Storytelling	视觉讲故事	0	0
Volumetric Medical Image Segmentation	体积医学图像分割	0	0
Weakly Supervised Object Detection	弱监督对象检测	0	0
Weakly-Supervised Semantic Segmentation	弱监督语义分割	0	0
Weakly-supervised Temporal Action Localization	监督不力的时态操作本地化	0	0
Zero-Shot Action Recognition	零射击动作识别	0	0
Zero-Shot Object Detection	零射对象检测	0	0
Face Generation	人脸生成	0	3
Graph Generation	图表生成	0	0
Image Matching	图像匹配	0	2
Object Segmentation	对象分割	0	1
Visual Tracking	视觉跟踪	0	3

Robotics `机器人技术`

English	Mandarin	Datasets	Subtasks
Visual Navigation	视觉导航	4	0
Robotic Grasping	机器人抓握	1	1
PointGoal Navigation	点目标导航	0	0
Visual Odometry	视觉测光仪	0	1

Basic Theory `基础理论`

English	Mandarin	Datasets	Subtasks
Node Classification	节点分类	60	1
Continuous Control	连续控制代	49	2
Quantization	量化	2	1
Multi-Armed Bandits	多武装强盗	1	0
Pain Intensity Regression	疼痛强度回归预测	1	0
Arithmetic	算术	0	0
Physical Object Perception	物理对象感知/物理对象识别	0	0

Optimization `运筹优化`

English	Mandarin	Datasets	Subtasks
Atari Games	雅达利电子游戏	62	1
Neural Architecture Search	神经结构搜索	13	0
Automated Theorem Proving	自动定理证明	6	0
Network Pruning	网络修剪	4	0
Program Synthesis	程序合成/自动构建程序	2	3
Game of Go	围棋	1	0
Game of Shogi	将棋	1	0
Game of Suduko	苏杜科游戏	1	0
Abstract-Strategy Game	抽象策略游戏	0	0
Game of Doom	末日游戏	0	0
NetHack Game	网哈克游戏	0	0
SNES Games	斯内斯游戏	0	0
Starcraft II	星际争霸II	0	0

Causal Inference `因果推理`

English	Mandarin	Datasets	Subtasks
Common Sense Reasoning	常识推理	12	0
Visual Reasoning	视觉推理	3	1
Causal Inference	因果推论	1	1
Relational Reasoning	关系推理	1	0
Commonsense Inference	常识推理	0	0
Constituency Grammar Induction	选区语法归纳	0	0

Knowledge Engineering `知识工程`

English	Mandarin	Datasets	Subtasks
Knowledge Graph Completion	知识图完成	4	1
Entity Alignment	实体对齐	1	0
Medical Relation Extraction	医疗关系提取	1	0
Joint Entity and Relation Extraction	联合实体和关系提取	0	0
Knowledge Graph Embeddings	知识图嵌入	0	0
Open Knowledge Graph Canonicalization	开放式知识图规范化	0	0

Data Science `数据科学`

English	Mandarin	Datasets	Subtasks
Time Series Classification	时序列分类	24	0
Click-Through Rate Prediction	点击率预测	17	0
Drug Discovery	药物发现	14	0
Outlier Detection	异常值检测	10	2
Traffic Prediction	交通流量预测	4	1
ECG Classification	ECG 分类	1	1
Length-of-Stay prediction	停留时间预测	1	0
Mortality Prediction	死亡率预测	1	0
Seizure Prediction	缉获预测	1	0
Stock Market Prediction	股票市场预测	1	3
Synthetic Data Generation	合成数据生成	1	0
Time Series Clustering	时序列聚类	1	0
Attention Score Prediction	注意分数预测	0	0
ECG Denoising	ECG 去诺辛	0	0
EEG Artifact Removal	EEG 项目删除	0	0
EEG emotion recognition	EEG 情绪识别	0	0
Electron Microscopy Image Segmentation	电子显微镜图像分割	0	0
Heart Rate Estimation	心率估计	0	0
K-complex detection	K 复杂检测	0	0
Linear Dynamical Systems Identification	线性动力系统识别	0	0
Materials Screening	材料筛选	0	0
Multivariate Time Series Imputation	多变量时序列计算	0	0
Semanticity Prediction	语义预测	0	0
Stock Trend Prediction	股票趋势预测	0	0
Total Magnetization	总磁化	0	0
Data Mining	数据挖掘	0	4
Time Series Forecasting	时间序列预测	0	4
Time Series Prediction	时间序列预测	0	0

Model Optimization `模型优化`

English	Mandarin	Datasets	Subtasks
Neural Network Compression	神经网络压缩	0	0

Information Retrieval (IR) `信息检索`

English	Mandarin	Subtasks
Drug–drug Interaction Extraction	药物与药物相互作用提取	0
Scientific Results Extraction	科学结果提取	0
Information Extraction	信息提取	6

Recommender System `推荐系统`

English	Mandarin	Datasets	Subtasks
Collaborative Filtering	协同过滤	0	0

Autonomous Driving `自动驾驶技术`

English	Mandarin	Datasets
Birds Eye View Object Detection	正投影视图目标检测	18
Autonomous Flight (Dense Forest)	自主飞行（密集森林）	0
Lane Detection	车道检测	0
Pedestrian Attribute Recognition	行人属性识别	0
Pedestrian Detection	行人检测	0
Traffic Sign Recognition	交通标志识别	0

Generative Adversarial Networks (GAN) `生成对抗网络`

English	Mandarin	Datasets	Subtasks
Adversarial Defense	对抗防御	8	1
Video Generation	视频生成	7	1
Representation Learning In Generative Models	使用表征学习的生成模型	0	0
Adversarial Attack	对抗攻击	0	1

Machine Learning (ML) `机器学习`

English	Mandarin	Datasets	Subtasks
Feature Selection	特征选择	26	0
Incremental Learning	增量学习	10	0
Continual Learning	持续学习	9	0
Multi-Label Classification	多标签分类	6	0
Metric Learning	度量学习	5	0
Intrusion Detection	入侵检测	4	1
Sparse Learning	稀疏学习	3	0
Music Modeling	音乐建模	2	0
Surgical Skills Evaluation	手术技术评估	2	0
Type Prediction	类型预测	2	0
Event Data Classification	事件数据分类	1	0
Feature Engineering	功能工程	1	0
Multi-target Regression	多目标回归	1	0
Music Source Separation	音乐源分离	1	0
Twitter Bot Detection	推特机器人检测	1	0
Value Prediction	价值预测	1	0
EMG Signal Prediction	EMG 信号预测	0	0
LWR Classification	LWR 分类	0	0
Malware Detection	恶意软件检测	0	0
Medial knee JRF Prediction	中年膝盖 JRF 预测	0	0
Muscle Force Prediction	肌肉力预测	0	0
Myocardial infarction detection	心肌梗塞检测	0	0
Noise Level Prediction	噪声级预测	0	0
Predicting Patient Outcomes	预测患者结果	0	0
QRS Complex Detection	QRS 复杂检测	0	0
Sleep Apnea Detection	睡眠呼吸暂停检测	0	0
Sleep Arousal Detection	睡眠唤醒检测	0	0
Sleep Quality Prediction	睡眠质量预测	0	0
Sleep Stage Detection	睡眠阶段检测	0	0
Sparse Representation-based Classification	基于稀疏表示的分类	0	0
Spindle Detection	主轴检测	0	0
Stroke Classification	笔划分类	0	0
Subspace Clustering	子空间聚类	0	0

Deep Learning (DL) `深度学习`

English	Mandarin	Datasets	Subtasks
Link Prediction	链接预测	52	3
Data-to-Text Generation	数据到文本的生成	15	1
Neural Architecture Search	神经结构搜索	13	0
Protein Secondary Structure Prediction	蛋白质二级结构预测	7	0
Code Generation	代码生成	4	0
Link Sign Prediction	链接符号预测	4	0
Gene Interaction Prediction	基因相互作用预测	2	0
Quantization	量化	2	1
Lung Nodule Classification	肺结核分类	1	0
Lung Nodule Detection	肺结核检测	1	0
Music Genre Recognition	音乐类型识别	1	0
Pulmonary Embolism Detection	肺栓塞检测	1	0
ALS Detection	ALS 检测	0	0
Atrial Fibrillation Detection	心房颤动检测	0	0
Conditional Program Generation	条件程序生成	0	0
Congestive Heart Failure detection	充血性心力衰竭检测	0	0
Disease Trajectory Forecasting	疾病轨迹预测	0	0
Neural Network Compression	神经网络压缩	0	0
Outdoor Light Source Estimation	室外光源估计	0	0
Pancreas Segmentation	胰腺分割	0	0
Pulmonary Artery–Vein Classification	肺动脉+静脉分类	0	0
Music Classification	音乐分类	0	0

Reinforcement Learning (RL) `强化学习`

English	Mandarin	Datasets	Subtasks
General Reinforcement Learning	一般强化学习	6	3
Multi-agent Reinforcement Learning	多代理强化学习	1	1

Multimodal Learning `多模态学习`

English	Mandarin	Datasets	Subtasks
Cross-Modal Retrieval	交叉模式检索	0	0
Multimodal Activity Recognition	多式联运活动识别	0	0
Multimodal Emotion Recognition	多式联运情感识别	0	0
Multimodal Metaphor Recognition	多式联运隐喻识别	0	0
Multimodal Sentiment Analysis	多式联运情绪分析	0	0
Multimodal Sleep Stage Detection	多式联运睡眠阶段检测	0	0
Multimodal Unsupervised Image-To-Image Translation	多式联运无监督图像到图像转换	0	0

Transfer Learning `迁移学习`

English	Mandarin	Datasets	Subtasks
Domain Adaptation	域适应	24	4
Transfer Learning	迁移学习/转移学习	6	3
Cross-Domain Few-Shot	跨域很少拍摄	1	1
Cross-Domain Named Entity Recognition	跨域命名实体识别	0	0
Domain Generalization	域泛化	0	0
Multi-Task Learning	多任务学习	0	0
Partial Domain Adaptation	部分域适应	0	0
Unsupervised Domain Adaptation	无监督域适应	0	0

Meta Learning `元学习`

English	Mandarin	Datasets	Subtasks
Few-Shot Learning	少量样本就快速学习	2	6
Meta-Learning	元学习	2	2
Zero-Shot Learning	零次学习	2	2
One-Shot Learning	一次学习	1	0
Compositional Zero-Shot Learning	作文零射学习	0	0
Few-Shot Object Detection	很少拍摄的对象检测	0	0
One-Shot Instance Segmentation	单次实例分割	0	0
One-Shot Object Detection	单次对象检测	0	0
One-Shot Segmentation	单次分割	0	0
Zero-Shot Action Recognition	零射击动作识别	0	0
Zero-Shot Object Detection	零射对象检测	0	0

Self-Supervised Learning `自监督学习`

English	Mandarin	Datasets
Weakly Supervised Action Localization	弱监督的操作本地化	4
Self-Supervised Action Recognition	自我监督的操作识别	0
Weakly Supervised Object Detection	弱监督对象检测	0

Semi-Supervised Learning `半监督学习`

English	Mandarin	Datasets	Subtasks
Semi-Supervised Video Object Segmentation	半监督视频对象分割	5	1

Unsupervised Learning `无监督学习`

English	Mandarin	Datasets	Subtasks
Multimodal Unsupervised Image-To-Image Translation	多式联运无监督图像到图像转换	0	0
Unsupervised Anomaly Detection	无监督异常检测	0	0
Unsupervised Domain Adaptation	无监督域适应	0	0
Unsupervised Facial Landmark Detection	无监督的面部地标检测	0	0
Unsupervised Person Re-Identification	无监督的人重新识别	0	0
Unsupervised Semantic Segmentation	无监督语义分割	0	0
Unsupervised Video Object Segmentation	无监督视频对象分割	0	0
Unsupervised Video Summarization	无监督视频汇总	0	0
Unsupervised image classification	无监督图像分类	0	0
Video Frame Interpolation	视频帧插值	0	0

AI Safety `人工智能安全`

English	Mandarin	Datasets	Subtasks
Fraud Detection	欺诈检测	1	0
Network Intrusion Detection	网络入侵检测	0	0

Others `其他`

English	Mandarin	Datasets	Subtasks
Participant Intervention Comparison Outcome Extraction	参与者干预比较结果提取	1	0
Instrumentals Detection	仪器检测	0	0

Contributing

If you feel that some terms need to be fixed or we missed any terms, you can contribute to the Github repository directly.

Natural Language Processing (NLP) 自然语言处理#

Computer Vision (CV) 计算机视觉#

Robotics 机器人技术#

Basic Theory 基础理论#

Optimization 运筹优化#

Causal Inference 因果推理#

Knowledge Engineering 知识工程#

Data Science 数据科学#

Model Optimization 模型优化#

Information Retrieval (IR) 信息检索#

Recommender System 推荐系统#

Autonomous Driving 自动驾驶技术#

Generative Adversarial Networks (GAN) 生成对抗网络#

Machine Learning (ML) 机器学习#

Deep Learning (DL) 深度学习#

Reinforcement Learning (RL) 强化学习#

Multimodal Learning 多模态学习#

Transfer Learning 迁移学习#

Meta Learning 元学习#

Self-Supervised Learning 自监督学习#

Semi-Supervised Learning 半监督学习#

Unsupervised Learning 无监督学习#

AI Safety 人工智能安全#

Others 其他#

Contributing#

Natural Language Processing (NLP) `自然语言处理`

Computer Vision (CV) `计算机视觉`

Robotics `机器人技术`

Basic Theory `基础理论`

Optimization `运筹优化`

Causal Inference `因果推理`

Knowledge Engineering `知识工程`

Data Science `数据科学`

Model Optimization `模型优化`

Information Retrieval (IR) `信息检索`

Recommender System `推荐系统`

Autonomous Driving `自动驾驶技术`

Generative Adversarial Networks (GAN) `生成对抗网络`

Machine Learning (ML) `机器学习`

Deep Learning (DL) `深度学习`

Reinforcement Learning (RL) `强化学习`

Multimodal Learning `多模态学习`

Transfer Learning `迁移学习`

Meta Learning `元学习`

Self-Supervised Learning `自监督学习`

Semi-Supervised Learning `半监督学习`

Unsupervised Learning `无监督学习`

AI Safety `人工智能安全`

Others `其他`

Contributing