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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330

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1,020

1,828

2,498

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3,854

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6,422

7,176

1,666

2000

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Papers (including subtopics)

Support Vector-based Estimation of Multilinear Games for Feature Selection and Explanation AAAI 2025 Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025 SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity CVPR 2025 Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation ICLR 2025 Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models ICML 2025 SURVEYFORGE : On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing ACL 2025 SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media ACL 2025 Sustainable Wearables for Health Applications and Beyond via Uncertainty-Aware Energy Management IJCAI 2025 SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning AAAI 2025 SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression ICLR 2025 SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models ICLR 2025 SVeritas: Benchmark for Robust Speaker Verification under Diverse Conditions EMNLP 2025 SVFR: A Unified Framework for Generalized Video Face Restoration CVPR 2025 Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025 Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs IJCNLP 2025 SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling EMNLP 2025 SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? ICLR 2025 SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling ACL 2025 SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution ACL 2025 SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering? ICML 2025 SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks EMNLP 2025 Swift4D: Adaptive divide-and-conquer Gaussian Splatting for compact and efficient reconstruction of dynamic scene ICLR 2025 SWIFT: A Scalable Lightweight Infrastructure for Fine-Tuning AAAI 2025 Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding COLING 2025 SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion CVPR 2025