conftrace_

Deep Learning

78,198 papers (26 classified directly here)

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

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

Papers per year

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5

1

2

47

50

53

51

87

90

125

229

234

453

859

1,652

3,233

5,368

6,434

7,726

8,506

9,951

12,524

14,487

6,029

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'25

Papers (including subtopics)

ACL: Activating Capability of Linear Attention for Image Restoration CVPR 2025 A Closer Look at Backdoor Attacks on CLIP ICML 2025 A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training CVPR 2025 A Closer Look at Transformers for Time Series Forecasting: Understanding Why They Work and Where They Struggle ICML 2025 A Closer Look into Mixture-of-Experts in Large Language Models NAACL 2025 A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks ICML 2025 A Combinatorial Approach to Neural Emergent Communication COLING 2025 A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging AAAI 2025 A Compact Model for Mathematics Problem Representations Distilled from BERT AAAI 2025 A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025 A Comparative Study of Static and Contextual Embeddings for Analyzing Semantic Changes in Medieval Latin Charters COLING 2025 A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing IJCAI 2025 A Comprehensive Evaluation on Event Reasoning of Large Language Models AAAI 2025 A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs? Interspeech 2025 A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation CVPR 2025 A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025 A Convex Relaxation Approach to Generalization Analysis for Parallel Positively Homogeneous Networks AISTATS 2025 A Correlation Manifold Self-Attention Network for EEG Decoding IJCAI 2025 A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds ACL 2025 Acoustic Detection of UAV Abnormality Using One Ground-Based Acoustic Vector Sensor Interspeech 2025 ACPBench: Reasoning About Action, Change, and Planning AAAI 2025 Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration CVPR 2025 Acquired TASTE: Multimodal Stance Detection with Textual and Structural Embeddings COLING 2025 Acquiring Pronunciation from Speech Audio via Multi-task Learning Interspeech 2025 Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025