Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
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2
47
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87
90
125
229
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453
859
1,652
3,233
5,368
6,434
7,726
8,506
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12,524
14,487
6,029
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Papers (including subtopics)
DebugBench: Evaluating Debugging Capability of Large Language Models
ACL 2024
Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by Step
ACL 2024
Deceptive Fairness Attacks on Graphs via Meta Learning
ICLR 2024
Deciphering Assamese Vowel Harmony with Featural InfoWaveGAN
Interspeech 2024
Deciphering Cognitive Distortions in Patient-Doctor Mental Health Conversations: A Multimodal LLM-Based Detection and Reasoning Framework
EMNLP 2024
Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation
AAAI 2024
Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games
ACL 2024
Deciphering Emotional Landscapes in the Iliad: A Novel French-Annotated Dataset for Emotion Recognition
COLING 2024
Deciphering Oracle Bone Language with Diffusion Models
ACL 2024
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning
ACL 2024
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models
EMNLP 2024
Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models
ECCV 2024
Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making
ICLR 2024
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
NeurIPS 2024
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
NeurIPS 2024
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning
ICML 2024
Decodable and Sample Invariant Continuous Object Encoder
ICLR 2024
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers
NAACL 2024
Decoder-only Architecture for Streaming End-to-end Speech Recognition
Interspeech 2024
Decoder-only Streaming Transformer for Simultaneous Translation
ACL 2024
DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations
MIDL 2024
Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models
EMNLP 2024
Decoding-Time Language Model Alignment with Multiple Objectives
NeurIPS 2024
DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization
ICLR 2024
Decomposable Transformer Point Processes
NeurIPS 2024