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

'20

'25

Papers (including subtopics)

Towards an Explainable Comparison and Alignment of Feature Embeddings ICML 2025 Towards an Ultra-Low-Delay Neural Audio Coding with Computational Efficiency Interspeech 2025 Towards a Real-time Swedish Speech Analyzer for Language Learning Games: A Hybrid AI Approach to Language Assessment ACL 2025 Towards a Training Free Approach for 3D Scene Editing WACV 2025 Towards atypical speech transcription using LLM-based ASR Interspeech 2025 Towards a Unified and Verified Understanding of Group-Operation Networks ICLR 2025 Towards a Unified Paradigm of Concept Editing in Large Language Models EMNLP 2025 Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025 Towards a Universal Image Degradation Model via Content-Degradation Disentanglement ICCV 2025 Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content CVPR 2025 Towards Automated Error Discovery: A Study in Conversational AI EMNLP 2025 Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards CVPR 2025 Towards Better Disentanglement in Non-Autoregressive Zero-Shot Expressive Voice Conversion Interspeech 2025 Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025 Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework ACL 2025 Towards Better Robustness Against Natural Corruptions in Document Tampering Localization AAAI 2025 Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction AAAI 2025 Towards Bitrate-Efficient and Noise-Robust Speech Coding with Variable Bitrate RVQ Interspeech 2025 Towards Black-Box Membership Inference Attack for Diffusion Models ICML 2025 Towards Bridging Generalization and Expressivity of Graph Neural Networks ICLR 2025 Towards Calibrated Deep Clustering Network ICLR 2025 Towards Certification of Uncertainty Calibration under Adversarial Attacks ICLR 2025 Towards characterizing the value of edge embeddings in Graph Neural Networks ICML 2025 Towards Classification of Typical and Atypical Disfluencies: A Self Supervised Representation Approach Interspeech 2025 Towards compact and efficient Slovak summarization models ACL 2025