Efficient Computing

Diversity-aware Channel Pruning for StyleGAN Compression CVPR 2024 DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision CVPR 2024 D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models NeurIPS 2024 dLoRA: Dynamically Orchestrating Requests and Adapters for LoRA LLM Serving OSDI 2024 DMTG: One-Shot Differentiable Multi-Task Grouping ICML 2024 Dodo: Dynamic Contextual Compression for Decoder-only LMs ACL 2024 Do Efficient Transformers Really Save Computation? ICML 2024 Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study COLING 2024 Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ACL 2024 Don't Look Twice: Faster Video Transformers with Run-Length Tokenization NeurIPS 2024 Don’t Waste Your Time: Early Stopping Cross-Validation AutoML 2024 DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction NeurIPS 2024 Do Text-to-Vis Benchmarks Test Real Use of Visualisations? EMNLP 2024 Do Topological Characteristics Help in Knowledge Distillation? ICML 2024 Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking Methods ICML 2024 DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection 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 DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset RSS 2024 DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation NeurIPS 2024 Dual Enhancement in ODI Super-Resolution: Adapting Convolution and Upsampling to Projection Distortion IJCAI 2024 DualVC 3: Leveraging Language Model Generated Pseudo Context for End-to-end Low Latency Streaming Voice Conversion Interspeech 2024 DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs NeurIPS 2024 Dynamic Data Pruning for Automatic Speech Recognition Interspeech 2024 Dynamic Encoder Size Based on Data-Driven Layer-wise Pruning for Speech Recognition Interspeech 2024