conftrace_

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

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3

5

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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

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Papers (including subtopics)

Efficient Motion Prompt Learning for Robust Visual Tracking ICML 2025 Efficient Multi-modal Long Context Learning for Training-free Adaptation ICML 2025 Efficient Network Automatic Relevance Determination ICML 2025 Efficient Neural Network Encoding for 3D Color Lookup Tables AAAI 2025 Efficient One-shot Compression via Low-Rank Local Feature Distillation NAACL 2025 Efficient Optimal PAC Learning ALT 2025 Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity ICML 2025 Efficient Personalization of Quantized Diffusion Model without Backpropagation CVPR 2025 Efficient Personalized Adaptation for Physiological Signal Foundation Model ICML 2025 EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation IJCAI 2025 Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration ACL 2025 Efficient Progressive Image Compression with Variance-Aware Masking WACV 2025 EfficientQAT: Efficient Quantization-Aware Training for Large Language Models ACL 2025 Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing IJCAI 2025 Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder AAAI 2025 Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks ICML 2025 Efficient Robustness Evaluation via Constraint Relaxation AAAI 2025 Efficient Source-free Unlearning via Energy-Guided Data Synthesis and Discrimination-Aware Multitask Optimization ICML 2025 Efficient Speech Translation through Model Compression and Knowledge Distillation ACL 2025 Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning CVPR 2025 Efficient Time Series Processing for Transformers and State-Space Models through Token Merging ICML 2025 Efficient Traffic Prediction Through Spatio-Temporal Distillation AAAI 2025 Efficient Transfer Learning for Video-language Foundation Models CVPR 2025 Efficient Unlearning for Spatio-temporal Graph (Student Abstract) AAAI 2025 Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments EMNLP 2025