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

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Papers (including subtopics)

Tiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-Tuning EMNLP 2025 TinyFoA: Memory Efficient Forward-Only Algorithm for On-Device Learning AAAI 2025 TinyFusion: Diffusion Transformers Learned Shallow CVPR 2025 TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging ICML 2025 TinySAM: Pushing the Envelope for Efficient Segment Anything Model AAAI 2025 TinySubNets: An Efficient and Low Capacity Continual Learning Strategy AAAI 2025 TITAN: Query-Token based Domain Adaptive Adversarial Learning ICCV 2025 TitleTrap: Probing Presentation Bias in LLM-Based Scientific Reviewing AACL 2025 TLDR: Text Based Last-Layer Retraining for Debiasing Image Classifiers WACV 2025 TLLC: Transfer Learning-based Label Completion for Crowdsourcing ICML 2025 TMATH A Dataset for Evaluating Large Language Models in Generating Educational Hints for Math Word Problems COLING 2025 TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction ICML 2025 TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025 ToDi: Token-wise Distillation via Fine-Grained Divergence Control EMNLP 2025 TokAlign: Efficient Vocabulary Adaptation via Token Alignment ACL 2025 Token-Budget-Aware LLM Reasoning ACL 2025 Token Cropr: Faster ViTs for Quite a Few Tasks CVPR 2025 Token-Efficient VLM: High-Resolution Image Understanding via Dynamic Region Proposal ICCV 2025 Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks EMNLP 2025 Token Level Routing Inference System for Edge Devices ACL 2025 Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs ACL 2025 Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem? ACL 2025 TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection EMNLP 2025 Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training ACL 2025 Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models ICML 2025