Efficient Computing

BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models ICLR 2024 Building Bridges across Spatial and Temporal Resolutions: Reference-Based Super-Resolution via Change Priors and Conditional Diffusion Model CVPR 2024 Burstable Cloud Block Storage with Data Processing Units OSDI 2024 BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges ICML 2024 By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting EMNLP 2024 C2AIR: Consolidated Compact Aerial Image Haze Removal WACV 2024 Cache & Distil: Optimising API Calls to Large Language Models ACL 2024 Cache Me if You Can: Accelerating Diffusion Models through Block Caching CVPR 2024 Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling ICML 2024 CALANet: Cheap All-Layer Aggregation for Human Activity Recognition NeurIPS 2024 Calibrating Language Models with Adaptive Temperature Scaling EMNLP 2024 CaM: Cache Merging for Memory-efficient LLMs Inference ICML 2024 CAMixerSR: Only Details Need More "Attention" CVPR 2024 Can Graph Learning Improve Planning in LLM-based Agents? NeurIPS 2024 Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024 Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks ICML 2024 Can Multiple-choice Questions Really Be Useful in Detecting the Abilities of LLMs? COLING 2024 Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision? ICLR 2024 Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective ICML 2024 Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? Interspeech 2024 CapEEN: Image Captioning with Early Exits and Knowledge Distillation EMNLP 2024 Carbon Footprint Reduction for Sustainable Data Centers in Real-Time AAAI 2024 Cascade Speculative Drafting for Even Faster LLM Inference NeurIPS 2024 CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters NSDI 2024 CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables ICML 2024