Efficient Computing

Intensity-Robust Autofocus for Spike Camera CVPR 2024 Interference Aware Training Target for DNN based joint Acoustic Echo Cancellation and Noise Suppression Interspeech 2024 IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel Pruning AAAI 2024 Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models. NeurIPS 2024 JaxMARL: Multi-Agent RL Environments and Algorithms in JAX NeurIPS 2024 Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion EMNLP 2024 JointSQ: Joint Sparsification-Quantization for Distributed Learning CVPR 2024 KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches EMNLP 2024 LAVIB: A Large-scale Video Interpolation Benchmark NeurIPS 2024 LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding ACL 2024 Learning Temporal Resolution in Spectrogram for Audio Classification AAAI 2024 Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers NeurIPS 2024 LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition AAAI 2024 LibAMM: Empirical Insights into Approximate Computing for Accelerating Matrix Multiplication NeurIPS 2024 LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS NeurIPS 2024 Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models NeurIPS 2024 LLM in a flash: Efficient Large Language Model Inference with Limited Memory ACL 2024 LLM Performance Predictors are good initializers for Architecture Search ACL 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units ICLR 2024 LongHeads: Multi-Head Attention is Secretly a Long Context Processor EMNLP 2024 LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory IJCAI 2024 Look-Up Table Compression for Efficient Image Restoration CVPR 2024 LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation EMNLP 2024 Low-Latency Space-Time Supersampling for Real-Time Rendering AAAI 2024 Low-power Continuous Remote Behavioral Localization with Event Cameras CVPR 2024