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
'20
'25
Papers (including subtopics)
XKD: Cross-Modal Knowledge Distillation with Domain Alignment for Video Representation Learning
AAAI 2024
XRec: Large Language Models for Explainable Recommendation
EMNLP 2024
xT: Nested Tokenization for Larger Context in Large Images
ICML 2024
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML
ICLR 2024
YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection
CVPR 2024
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning
NeurIPS 2024
“You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations
EMNLP 2024
You'll Never Walk Alone: A Sketch and Text Duet for Fine-Grained Image Retrieval
CVPR 2024
You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions
EMNLP 2024
You Only Cache Once: Decoder-Decoder Architectures for Language Models
NeurIPS 2024
You Only Query Once: An Efficient Label-Only Membership Inference Attack
ICLR 2024
Your Career Path Matters in Person-Job Fit
AAAI 2024
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion
CVPR 2024
Your Stereotypical Mileage May Vary: Practical Challenges of Evaluating Biases in Multiple Languages and Cultural Contexts
COLING 2024
Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models
CVPR 2024
Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning
CVPR 2024
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection
ACL 2024
ZAEBUC-Spoken: A Multilingual Multidialectal Arabic-English Speech Corpus
COLING 2024
Zero Bubble (Almost) Pipeline Parallelism
ICLR 2024
ZeRO++: Extremely Efficient Collective Communication for Large Model Training
ICLR 2024
ZeroFlow: Scalable Scene Flow via Distillation
ICLR 2024
ZeroI2V: Zero-Cost Adaptation of Pre-Trained Transformers from Image to Video
ECCV 2024
ZeroMark: Towards Dataset Ownership Verification without Disclosing Watermark
NeurIPS 2024
Zero-Shot Aerial Object Detection with Visual Description Regularization
AAAI 2024
Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation
ACL 2024