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

2

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

'5

'10

'15

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'25

Papers (including subtopics)

Towards Explaining the Power of Constant-depth Graph Neural Networks for Structured Linear Programming ICLR 2025 Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather CVPR 2025 Towards Fair Graph Learning without Demographic Information AISTATS 2025 Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025 Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025 Towards Few-Shot Training-Free Anomaly Sound Detection Interspeech 2025 Towards Fine-grained Interactive Segmentation in Images and Videos ICCV 2025 Towards flexible perception with visual memory ICML 2025 Towards Foundational Models for Single-Chip Radar ICCV 2025 Towards Foundation Models for Mixed Integer Linear Programming ICLR 2025 Towards Fusion of Neural Audio Codec-based Representations with Spectral for Heart Murmur Classification via Bandit-based Cross-Attention Mechanism Interspeech 2025 Towards General-Domain Word Sense Disambiguation: Distilling Large Language Model into Compact Disambiguator EMNLP 2025 Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025 Towards Generalizable Scene Change Detection CVPR 2025 Towards Generalizable Trajectory Prediction using Dual-Level Representation Learning and Adaptive Prompting CVPR 2025 Towards Generalization Bounds of GCNs for Adversarially Robust Node Classification ICLR 2025 Towards Generalized Face Anti-Spoofing from a Frequency Shortcut View WACV 2025 Towards General-Purpose Model-Free Reinforcement Learning ICLR 2025 Towards General Visual-Linguistic Face Forgery Detection CVPR 2025 Towards Geo-Culturally Grounded LLM Generations ACL 2025 Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025 Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees ICML 2025 Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025 Towards Hierarchical Rectified Flow ICLR 2025 Towards Higher Effective Rank in Parameter-Efficient Fine-tuning using Khatri-Rao Product ICCV 2025