conftrace_

Learning Types

56,253 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Self-Supervised Learning (8,965) Adversarial Learning (5,204) Unsupervised Learning (4,874) Transfer Learning (4,808) Weakly Supervised Learning (3,938) Contrastive Learning (3,748) Zero-Shot Learning (3,130) Semi-Supervised Learning (3,128) Reinforcement Learning (3,118) Multi-Task Learning (2,556) Evaluation (2,164) Continual Learning (2,107) Active Learning (1,983) Few-Shot Learning (1,840) Deep Learning (1,404) Online Learning (1,360) Multi-Armed Bandits (1,327) Multimodal Learning (1,289) Supervised Learning (986) Multi-Agent Systems (813) Uncertainty Quantification (805) Causal Inference (636) Robustness (576) Retrieval-Augmented Generation (565) Fine-Tuning (490) Ensemble Learning (482) In-Context Learning (439) Multi-Label Classification (430) Imitation Learning (387) Prompt Engineering (270) Multi-Lingual Learning (269) Distribution Shift (264) Reinforcement Learning from Human Feedback (209) Regularization (207) Exploration-Exploitation (203) Generative Models (200) Multi-Objective Optimization (185) Out-of-Distribution Detection (176) Sparse Learning (165) Sampling (150) Preference Learning (136) Offline Reinforcement Learning (130) Multi-Label Learning (128) Markov Decision Process (127) Neural Architecture Search (122) Multi-Instance Learning (121) Multi-View Learning (117) Robust Learning (110) Generative Model (110) Time Series (108) Large Language Models (104) Exploration (103) Hyperparameter Optimization (99) Machine Unlearning (95) Imbalanced Learning (93) Machine Translation (93) Multi-Class Classification (85) Differential Privacy (82) Time Series Analysis (71) Reasoning (70) Calibration (67) Structure Learning (66) Physics-Informed Learning (62) Class Imbalance (58) Model-Based RL (55) Interactive Learning (55) Multi-Domain Learning (47) Inverse Reinforcement Learning (46) Crowdsourcing (40) Off-Policy Learning (38) Label Noise (38) Noisy Label Learning (35) Offline RL (32) Attention (32) Evolutionary Algorithm (32) Decision Making (31) Policy Learning (30) Personalization (28) Low-Resource Learning (26) Collaborative Filtering (25) Self-Training (24) Sequential Modeling (24) Parameter Estimation (23) Survival Analysis (21) Machine Learning (20) Parameter-Efficient Fine-Tuning (20) Synthetic Data Generation (20) Annotation (18) Symbolic Regression (18) AutoML (16) Security (15) Multi-Source Learning (13) Distant Supervision (13) Text Generation (11) Distributional Reinforcement Learning (9) Sentiment Analysis (9) Multi-Hop Reasoning (9) Language Modeling (9) Code Generation (8) Multi-Object Tracking (8) Natural Language Inference (7) Chain-of-Thought (6) Question Answering (5)

Papers per year

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1,314

2,083

3,689

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8,201

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Papers (including subtopics)

Multilingual Speech Recognition with Self-Attention Structured Parameterization Interspeech 2020 Multimodal and Multiresolution Speech Recognition with Transformers ACL 2020 Multimodal Association for Speaker Verification Interspeech 2020 Multimodal Categorization of Crisis Events in Social Media CVPR 2020 Multi-Modal Domain Adaptation for Fine-Grained Action Recognition CVPR 2020 Multi-Modal Embeddings Using Multi-Task Learning for Emotion Recognition Interspeech 2020 Multimodal Emotion Recognition Using Cross-Modal Attention and 1D Convolutional Neural Networks Interspeech 2020 Multimodal Inductive Transfer Learning for Detection of Alzheimer’s Dementia and its Severity Interspeech 2020 Multi-Modality Cross Attention Network for Image and Sentence Matching CVPR 2020 Multi-modal Multi-label Emotion Detection with Modality and Label Dependence EMNLP 2020 Multimodal Quality Estimation for Machine Translation ACL 2020 Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech Interspeech 2020 Multimodal Structure-Consistent Image-to-Image Translation AAAI 2020 Multimodal Summarization with Guidance of Multimodal Reference AAAI 2020 Multimodal Target Speech Separation with Voice and Face References Interspeech 2020 Multimodal Topic-Enriched Auxiliary Learning for Depression Detection COLING 2020 Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion Segmentation CVPR 2020 Multi-Path Learning for Object Pose Estimation Across Domains CVPR 2020 Multi-Path Region Mining for Weakly Supervised 3D Semantic Segmentation on Point Clouds CVPR 2020 Multi-Player Bandits: The Adversarial Case JMLR 2020 Multiple Anchor Learning for Visual Object Detection CVPR 2020 Multiple Birds with One Stone: Beating 1/2 for EFX and GMMS via Envy Cycle Elimination AAAI 2020 Multiple Instance Learning for Content Feedback Localization without Annotation ACL 2020 MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics IJCAI 2020 Multi-pretraining for Large-scale Text Classification EMNLP 2020