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)

SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025 SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision EMNLP 2025 Sonata: Self-Supervised Learning of Reliable Point Representations CVPR 2025 SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition ACL 2025 SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor AAAI 2025 Song Form-aware Full-Song Text-to-Lyrics Generation with Multi-Level Granularity Syllable Count Control Interspeech 2025 SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation ICML 2025 SongGLM: Lyric-to-Melody Generation with 2D Alignment Encoding and Multi-Task Pre-Training AAAI 2025 Sonic: Shifting Focus to Global Audio Perception in Portrait Animation CVPR 2025 SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios ICLR 2025 SONICS: Synthetic Or Not - Identifying Counterfeit Songs ICLR 2025 Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model ICML 2025 SoundBrush: Sound as a Brush for Visual Scene Editing AAAI 2025 SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation ICLR 2025 Sounding Like a Winner? Prosodic Differences in Post-Match Interviews Interspeech 2025 Sounding that Object: Interactive Object-Aware Image to Audio Generation ICML 2025 SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models EMNLP 2025 SoundSculpt: Direction and Semantics Driven Ambisonic Target Sound Extraction Interspeech 2025 SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding CVPR 2025 Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025 SP2T: Sparse Proxy Attention for Dual-stream Point Transformer ICCV 2025 Sp3ctralMamba: Physics-Driven Joint State Space Model for Hyperspectral Image Reconstruction AAAI 2025 SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic Prompts CVPR 2025 SPA: 3D Spatial-Awareness Enables Effective Embodied Representation ICLR 2025