Efficient Computing

CPGA: Coding Priors-Guided Aggregation Network for Compressed Video Quality Enhancement CVPR 2024 Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum NeurIPS 2024 DeepBern-Nets: Taming the Complexity of Certifying Neural Networks Using Bernstein Polynomial Activations and Precise Bound Propagation AAAI 2024 DeepCache: Accelerating Diffusion Models for Free CVPR 2024 Deep Hierarchical Video Compression AAAI 2024 DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024 DeltaDEQ: Exploiting Heterogeneous Convergence for Accelerating Deep Equilibrium Iterations NeurIPS 2024 DemoFusion: Democratising High-Resolution Image Generation With No $$$ CVPR 2024 DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms NeurIPS 2024 DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval AAAI 2024 Diffusion Models Without Attention CVPR 2024 Digital Twin-Driven Teat Localization and Shape Identification for Dairy Cow (Student Abstract) AAAI 2024 DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization NeurIPS 2024 Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding ECCV 2024 DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models CVPR 2024 Don't Look Twice: Faster Video Transformers with Run-Length Tokenization NeurIPS 2024 Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning CVPR 2024 Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity EMNLP 2024 Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks NeurIPS 2024 DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs NeurIPS 2024 E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024 EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees EMNLP 2024 Effective In-Context Example Selection through Data Compression ACL 2024 Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval ACL 2024 Efficient Large Multi-modal Models via Visual Context Compression NeurIPS 2024