Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
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'25
Papers (including subtopics)
ViTamin: Designing Scalable Vision Models in the Vision-Language Era
CVPR 2024
VkD: Improving Knowledge Distillation using Orthogonal Projections
CVPR 2024
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment
EMNLP 2024
VMamba: Visual State Space Model
NeurIPS 2024
VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding
AAAI 2024
Vocal Sandbox: Continual Learning and Adaptation for Situated Human-Robot Collaboration
CoRL 2024
Voice Disorder Analysis: a Transformer-based Approach
Interspeech 2024
Voice Quality Variation in AAE: An Additional Challenge for Addressing Bias in ASR Models?
Interspeech 2024
Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects
EMNLP 2024
Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection
AAAI 2024
Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion
NeurIPS 2024
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
NeurIPS 2024
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models
EMNLP 2024
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
ICLR 2024
VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG
ECCV 2024
V-Trans4Style: Visual Transition Recommendation for Video Production Style Adaptation
ECCV 2024
Vulcan: Automatic Query Planning for Live ML Analytics
NSDI 2024
Vulnerabilities of Single-Round Incentive Compatibility in Auto-bidding: Theory and Evidence from ROI-Constrained Online Advertising Markets
IJCAI 2024
VulnerabilityMap: An Open Framework for Mapping Vulnerability among Urban Disadvantaged Populations in the United States
IJCAI 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
NeurIPS 2024
Wakening Past Concepts Without Past Data: Class-Incremental Learning From Online Placebos
WACV 2024
Walking in Others’ Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias
EMNLP 2024
WALT3D: Generating Realistic Training Data from Time-Lapse Imagery for Reconstructing Dynamic Objects Under Occlusion
CVPR 2024
WARDEN: Multi-Directional Backdoor Watermarks for Embedding-as-a-Service Copyright Protection
ACL 2024
WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness
SemEval 2024