Efficient Computing

AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents NAACL 2024 AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models NAACL 2024 Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge AAAI 2024 A Gradient Accumulation Method for Dense Retriever under Memory Constraint NeurIPS 2024 A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design ICML 2024 A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts ICML 2024 ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models ICLR 2024 ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data ICML 2024 ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers CVPR 2024 Algorithms for Caching and MTS with reduced number of predictions ICLR 2024 A Lightweight Approach to a Giga-Corpus of Historical Periodicals: The Story of a Slovenian Historical Newspaper Collection COLING 2024 A Lightweight Mixture-of-Experts Neural Machine Translation Model with Stage-wise Training Strategy NAACL 2024 A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder IJCAI 2024 Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers NeurIPS 2024 Aligning Logits Generatively for Principled Black-Box Knowledge Distillation CVPR 2024 Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors ACL 2024 All Neural Low-latency Directional Speech Extraction Interspeech 2024 All Rivers Run to the Sea: Private Learning with Asymmetric Flows CVPR 2024 A Low-Bitrate Neural Audio Codec Framework with Bandwidth Reduction and Recovery for High-Sampling-Rate Waveforms Interspeech 2024 ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models NeurIPS 2024 A Modular Conditional Diffusion Framework for Image Reconstruction NeurIPS 2024 AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment NeurIPS 2024 Amortized Fourier Neural Operators NeurIPS 2024 AMPA: Adaptive Mixed Precision Allocation for Low-Bit Integer Training ICML 2024 An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation ICML 2024