Efficient Computing

Autoregressive Policy Optimization for Constrained Allocation Tasks NeurIPS 2024 AutoSketch: Automatic Sketch-Oriented Compiler for Query-driven Network Telemetry NSDI 2024 Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices NSDI 2024 AutoTrain: No-code training for state-of-the-art models EMNLP 2024 AutoVP: An Automated Visual Prompting Framework and Benchmark ICLR 2024 AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content NAACL 2024 AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search CVPR 2024 Bag of Tricks for Fully Test-Time Adaptation WACV 2024 Balanced Resonate-and-Fire Neurons ICML 2024 Balancing Feature Similarity and Label Variability for Optimal Size-Aware One-shot Subset Selection ICML 2024 BASS: Batched Attention-optimized Speculative Sampling ACL 2024 BatchEval: Towards Human-like Text Evaluation ACL 2024 Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification ICML 2024 BBQ: A Fast and Scalable Integer Priority Queue for Hardware Packet Scheduling NSDI 2024 Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024 Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data NeurIPS 2024 Benchmark Transparency: Measuring the Impact of Data on Evaluation NAACL 2024 BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation ICLR 2024 Better & Faster Large Language Models via Multi-token Prediction ICML 2024 Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain ICLR 2024 Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws ICML 2024 Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? NeurIPS 2024 Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization NeurIPS 2024 Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains ICML 2024 Beyond SOT: Tracking Multiple Generic Objects at Once WACV 2024