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)

Lookbehind-SAM: k steps back, 1 step forward ICML 2024 Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering NeurIPS 2024 LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference EMNLP 2024 Look, Remember and Reason: Grounded Reasoning in Videos with Language Models ICLR 2024 Look-Up Table Compression for Efficient Image Restoration CVPR 2024 LookupViT: Compressing visual information to a limited number of tokens ECCV 2024 LoQT: Low-Rank Adapters for Quantized Pretraining NeurIPS 2024 LoRA+: Efficient Low Rank Adaptation of Large Models ICML 2024 LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters EMNLP 2024 LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL 2024 LoRA-GA: Low-Rank Adaptation with Gradient Approximation NeurIPS 2024 LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models EMNLP 2024 LoRA Meets Dropout under a Unified Framework ACL 2024 LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation EMNLP 2024 LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning ACL 2024 LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models ICML 2024 LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild ACL 2024 LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning EMNLP 2024 LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR Interspeech 2024 Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics NeurIPS 2024 LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models NAACL 2024 LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking CVPR 2024 Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts EMNLP 2024 LoSST-AD: A Longitudinal Corpus for Tracking Alzheimer’s Disease Related Changes in Spontaneous Speech COLING 2024 Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains AAAI 2024