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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1,828

2,498

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3,854

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6,422

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Papers (including subtopics)

Toward Generalizing Visual Brain Decoding to Unseen Subjects ICLR 2025 Toward Improving Robustness and Accuracy in Unsupervised Domain Adaptation AAAI 2025 Toward Inclusive Language Models: Sparsity-Driven Calibration for Systematic and Interpretable Mitigation of Social Biases in LLMs EMNLP 2025 Toward Robust Non-Transferable Learning: A Survey and Benchmark IJCAI 2025 Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation ACL 2025 Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ACL 2025 Towards Adversarially Robust Dataset Distillation by Curvature Regularization AAAI 2025 Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer ICML 2025 Towards All-in-One Medical Image Re-Identification CVPR 2025 Towards a Real-time Swedish Speech Analyzer for Language Learning Games: A Hybrid AI Approach to Language Assessment ACL 2025 Towards a Social Media-based Disease Surveillance System for Early Detection of Influenza-like Illnesses: A Twitter Case Study in Wales NAACL 2025 Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025 Towards Author-informed NLP: Mind the Social Bias EMNLP 2025 Towards Better Robustness Against Natural Corruptions in Document Tampering Localization AAAI 2025 Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement ACL 2025 Towards compact and efficient Slovak summarization models ACL 2025 Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025 Towards Conditioning Clinical Text Generation for User Control ACL 2025 Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ACL 2025 Towards counterfactual fairness through auxiliary variables ICLR 2025 Towards Domain Adaptive Neural Contextual Bandits ICLR 2025 Towards Economical Inference: Enabling DeepSeek’s Multi-Head Latent Attention in Any Transformer-based LLMs ACL 2025 Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025 Towards Effective Foundation Model Adaptation for Extreme Cross-Domain Few-Shot Learning ICCV 2025 Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection AAAI 2025