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

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)

Abstract Reward Processes: Leveraging State Abstraction for Consistent Off-Policy Evaluation NeurIPS 2024 Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark CVPR 2024 ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation AAAI 2024 Accelerating Augmentation Invariance Pretraining NeurIPS 2024 Accelerating Blockwise Parallel Language Models with Draft Refinement NeurIPS 2024 Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates AAAI 2024 Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling IJCAI 2024 Accelerating Heterogeneous Federated Learning with Closed-form Classifiers ICML 2024 Accelerating Iterative Retrieval-augmented Language Model Serving with Speculation ICML 2024 Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving ICML 2024 Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024 Accelerating Neural Field Training via Soft Mining CVPR 2024 Accelerating Neural Recommendation Training with Embedding Scheduling NSDI 2024 Accelerating Parallel Sampling of Diffusion Models ICML 2024 Accelerating PDE Data Generation via Differential Operator Action in Solution Space ICML 2024 Accelerating physics-informed neural fields for fast CT perfusion analysis in acute ischemic stroke MIDL 2024 Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight NeurIPS 2024 Accelerating Relative Entropy Coding with Space Partitioning NeurIPS 2024 Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference AAAI 2024 Accelerating Transformer Pre-training with 2:4 Sparsity ICML 2024 Accelerating Transformers with Spectrum-Preserving Token Merging NeurIPS 2024 ACCL+: an FPGA-Based Collective Engine for Distributed Applications OSDI 2024 Accuracy is Not All You Need NeurIPS 2024 Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024