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Deep Learning

78,198 papers (26 classified directly here)

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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