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)

GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters NSDI 2025 Green Topics, Deep Roots: Energy-Aware Topic Modelling of Multilingual Nigerian Lyrics NeurIPS 2025 GReX: A Graph Neural Network-Based Rerank-then-Expand Method for Detecting Conflicts Among Legal Articles in Korean Criminal Law EMNLP 2025 Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending Against Poisoning Attacks AAAI 2025 GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025 Grounded Answers from Multi-Passage Regulations: Learning-to-Rank for Regulatory RAG EMNLP 2025 Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands EMNLP 2025 Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation NAACL 2025 Ground-V: Teaching VLMs to Ground Complex Instructions in Pixels CVPR 2025 Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free ACL 2025 Grouped Speculative Decoding for Autoregressive Image Generation ICCV 2025 Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025 Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions ICLR 2025 Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing ICCV 2025 Growing Through Experience: Scaling Episodic Grounding in Language Models ACL 2025 GS-Bias: Global-Spatial Bias Learner for Single-Image Test-Time Adaptation of Vision-Language Models ICML 2025 GSM-$∞$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length? ICML 2025 gsplat: An Open-Source Library for Gaussian Splatting JMLR 2025 GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning ACL 2025 GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction WACV 2025 GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation SemEval 2025 Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees EMNLP 2025 Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025 Guardrails, not Guidance: Understanding Responses to LGBTQ+ Language in Large Language Models NAACL 2025 GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning ACL 2025