Efficient Computing

Deep Neural Networks with Efficient Guaranteed Invariances AISTATS 2023 DeepPCR: Parallelizing Sequential Operations in Neural Networks NeurIPS 2023 DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation Interspeech 2023 DeepZensols: A Deep Learning Natural Language Processing Framework for Experimentation and Reproducibility EMNLP 2023 Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time ICML 2023 DELFlow: Dense Efficient Learning of Scene Flow for Large-Scale Point Clouds ICCV 2023 DELIFFAS: Deformable Light Fields for Fast Avatar Synthesis NeurIPS 2023 DELTA: DEGRADATION-FREE FULLY TEST-TIME ADAPTATION ICLR 2023 Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models EMNLP 2023 Demonstrating Large-Scale Package Manipulation via Learned Metrics of Pick Success RSS 2023 DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization ICCV 2023 DepGraph: Towards Any Structural Pruning CVPR 2023 DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries NeurIPS 2023 DevFormer: A Symmetric Transformer for Context-Aware Device Placement ICML 2023 DFPC: Data flow driven pruning of coupled channels without data. ICLR 2023 Differentially Private Adapters for Parameter Efficient Acoustic Modeling Interspeech 2023 DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-efficient Fine-Tuning ICCV 2023 DiffIR: Efficient Diffusion Model for Image Restoration ICCV 2023 DiffRate : Differentiable Compression Rate for Efficient Vision Transformers ICCV 2023 Diffused Redundancy in Pre-trained Representations NeurIPS 2023 Diffuser: Efficient Transformers with Multi-Hop Attention Diffusion for Long Sequences AAAI 2023 Diffusion Probabilistic Model Made Slim CVPR 2023 Dilated convolution with learnable spacings ICLR 2023 DIME-FM : DIstilling Multimodal and Efficient Foundation Models ICCV 2023 Dimensionality-Varying Diffusion Process CVPR 2023