Efficient Computing

Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation NAACL 2024 Unveiling The Matthew Effect Across Channels: Assessing Layer Width Sufficiency via Weight Norm Variance NeurIPS 2024 USDN: A Unified Sample-Wise Dynamic Network With Mixed-Precision and Early-Exit WACV 2024 USHER: Holistic Interference Avoidance for Resource Optimized ML Inference OSDI 2024 USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval ICML 2024 VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation EMNLP 2024 Variational Linearized Laplace Approximation for Bayesian Deep Learning ICML 2024 Various Lengths, Constant Speed: Efficient Language Modeling with Lightning Attention ICML 2024 VariViT: A Vision Transformer for Variable Image Sizes MIDL 2024 VDebugger: Harnessing Execution Feedback for Debugging Visual Programs EMNLP 2024 Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations ICML 2024 VE-KD: Vocabulary-Expansion Knowledge-Distillation for Training Smaller Domain-Specific Language Models EMNLP 2024 VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections NeurIPS 2024 Verified Code Transpilation with LLMs NeurIPS 2024 VFIMamba: Video Frame Interpolation with State Space Models NeurIPS 2024 VGA: Vision GUI Assistant - Minimizing Hallucinations through Image-Centric Fine-Tuning EMNLP 2024 VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation NeurIPS 2024 vid-TLDR: Training Free Token Merging for Light-weight Video Transformer CVPR 2024 Virtual Try-On: Real-Time Interactive Hybrid Network with High-Fidelity AAAI 2024 Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model ICML 2024 Vision Transformers as Probabilistic Expansion from Learngene ICML 2024 VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ACL 2024 VMamba: Visual State Space Model NeurIPS 2024 Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection AAAI 2024 VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG ECCV 2024