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 Datasets Subtasks Drug–drug Interaction Extraction 药物与药物相互作用提取 0 0 Scientific Results Extraction 科学结果提取 0 0 Information Extraction 信息提取 0 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 Subtasks Birds Eye View Object Detection 正投影视图目标检测 18 0 Autonomous Flight (Dense Forest) 自主飞行（密集森林） 0 0 Lane Detection 车道检测 0 0 Pedestrian Attribute Recognition 行人属性识别 0 0 Pedestrian Detection 行人检测 0 0 Traffic Sign Recognition 交通标志识别 0 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 Subtasks Weakly Supervised Action Localization 弱监督的操作本地化 4 0 Self-Supervised Action Recognition 自我监督的操作识别 0 0 Weakly Supervised Object Detection 弱监督对象检测 0 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....
