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)

Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency EMNLP 2025 Building Vision Models upon Heat Conduction CVPR 2025 BUINUS at IWSLT: Evaluating the Impact of Data Augmentation and QLoRA-based Fine-Tuning for Maltese to English Speech Translation ACL 2025 BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking EMNLP 2025 B-VLLM: A Vision Large Language Model with Balanced Spatio-Temporal Tokens ICCV 2025 Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient ACL 2025 ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development NSDI 2025 Byte Latent Transformer: Patches Scale Better Than Tokens ACL 2025 Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning ICML 2025 C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation ACL 2025 C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025 C3oT: Generating Shorter Chain-of-Thought Without Compromising Effectiveness AAAI 2025 Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing ICML 2025 CAARMA: Class Augmentation with Adversarial Mixup Regularization EMNLP 2025 CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments IJCAI 2025 CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware Augmentation and Consistency Enforcement WACV 2025 Cacheback: Speculative Decoding With Nothing But Cache EMNLP 2025 Cached Multi-Lora Composition for Multi-Concept Image Generation ICLR 2025 Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models ICML 2025 Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning EMNLP 2025 Cache Saver: A Modular Framework for Efficient, Affordable, and Reproducible LLM Inference EMNLP 2025 CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention ICML 2025 CADDreamer: CAD Object Generation from Single-view Images CVPR 2025 CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval SemEval 2025 CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences ICLR 2025