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Efficient Computing

6,876 papers

Papers per year

Papers

Activation Map Compression through Tensor Decomposition for Deep Learning NIPS 2024
Spectral Adapter: Fine-Tuning in Spectral Space NIPS 2024
Parameter-Inverted Image Pyramid Networks NIPS 2024
NVRC: Neural Video Representation Compression NIPS 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching NIPS 2024
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching NIPS 2024
IaC-Eval: A Code Generation Benchmark for Cloud Infrastructure-as-Code Programs NIPS 2024
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization NIPS 2024
Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data NIPS 2024
$\texttt{dattri}$: A Library for Efficient Data Attribution NIPS 2024
Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast NIPS 2024
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models NIPS 2024
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm NIPS 2024
Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs NIPS 2024
The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information NIPS 2024
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models NIPS 2024
MatFormer: Nested Transformer for Elastic Inference NIPS 2024
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024
Spherical Pseudo-Cylindrical Representation for Omnidirectional Image Super-resolution AAAI 2024
Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text AAAI 2024
Context-Aware Iteration Policy Network for Efficient Optical Flow Estimation AAAI 2024
Attacking Transformers with Feature Diversity Adversarial Perturbation AAAI 2024
A General Implicit Framework for Fast NeRF Composition and Rendering AAAI 2024
MA-Net: Rethinking Neural Unit in the Light of Astrocytes AAAI 2024
Low-Latency Space-Time Supersampling for Real-Time Rendering AAAI 2024