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)
1LoRA: Summation Compression for Very Low-Rank Adaptation
WACV 2026
3D Gaussian Point Encoders
WACV 2026
A Brain-Inspired Saliency Prediction Framework for Human-AI Cognitive Consistency in AIGC Content via Multi-Region Liquid Neurons
AAAI 2026
A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination
AAAI 2026
Accelerating Controllable Generation via Hybrid-grained Cache
AAAI 2026
Accelerating LLM Inference Throughput via Asynchronous KV Cache Prefetching
AAAI 2026
Accelerating Streaming Video Large Language Models via Hierarchical Token Compression
CVPR 2026
ACE-Merging: Data-Free Model Merging with Adaptive Covariance Estimation
CVPR 2026
Achieving Fairness Without Harm via Selective Demographic Experts
AAAI 2026
ACID Test: A Benchmark for Cultural Safety and Alignment in LALMs
AAAI 2026
A Closer Look at Knowledge Distillation in Spiking Neural Network Training
AAAI 2026
Active Learning for Corpus Refinement: Cost-Effective Preprocessing to Improve Validity of Applied Quantitative Text Analysis
EACL 2026
Active Multi-source Domain Adaptation for Multimodal Fake News Detection
AAAI 2026
AdaField: Generalizable Surface Pressure Modeling with Physics-Informed Pre-training and Flow-Conditioned Adaptation
AAAI 2026
AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization
AAAI 2026
AdaPrior: Bayesian-Inspired Adaptive Prior Correction for Long-Tailed Continual Learning
CVPR 2026
AdaptBPE: From General Purpose to Specialized Tokenizers
EACL 2026
AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection
AAAI 2026
Adapting Vision-Language Models for E-commerce Understanding at Scale
EACL 2026
Adapting World Models with Latent-State Dynamics Residuals
L4DC 2026
Adaptive Compute Efficient Learning via Conceptual-Criticality (Student Abstract)
AAAI 2026
Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition
CVPR 2026
Adaptive Diffusion-based Augmentation for Recommendation
AAAI 2026
Adaptive Dynamic Dehazing via Instruction-Driven and Task-Feedback Closed-Loop Optimization for Diverse Downstream Task Adaptation
AAAI 2026
Adaptive Fidelity Estimation for Quantum Programs with Graph-Guided Noise Awareness
AAAI 2026