Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
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
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'25
Papers (including subtopics)
Learning to Normalize on the SPD Manifold under Bures-Wasserstein Geometry
CVPR 2025
Learning to Quantize for Training Vector-Quantized Networks
ICML 2025
Learning to Reason from Feedback at Test-Time
ACL 2025
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models
ACL 2025
Learning to Rewind via Iterative Prediction of Past Weights for Practical Unlearning
AAAI 2025
Learning to Rewrite: Generalized LLM-Generated Text Detection
ACL 2025
Learning to Rewrite Negation Queries in Product Search
COLING 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation
CVPR 2025
Learning to See in the Extremely Dark
ICCV 2025
Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation
ICLR 2025
Learning to Stop: Deep Learning for Mean Field Optimal Stopping
ICML 2025
Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction
EMNLP 2025
Learning to Visually Connect Actions and their Effects
WACV 2025
Learning Trajectories of Figurative Language for Pre-Trained Language Models
EMNLP 2025
Learning Transformer-based World Models with Contrastive Predictive Coding
ICLR 2025
Learning Verified Safe Neural Network Controllers for Multi-Agent Path Finding
AAAI 2025
Learning Video-Conditioned Policy on Unlabelled Data with Joint Embedding Predictive Transformer
ICLR 2025
Learning View-invariant World Models for Visual Robotic Manipulation
ICLR 2025
Learning Vision and Language Concepts for Controllable Image Generation
ICML 2025
Learning Visual Generative Priors without Text
CVPR 2025
Learning Visual Proxy for Compositional Zero-Shot Learning
ICCV 2025
Learning Visual-Semantic Hierarchical Attribute Space for Interpretable Open-Set Recognition
WACV 2025
Learning Visual-Semantic Subspace Representations
AISTATS 2025
Learning without Isolation: Pathway Protection for Continual Learning
ICML 2025
Learning Word Embeddings from Glosses: A Multi-Loss Framework for Arabic Reverse Dictionary Tasks
EMNLP 2025