Efficient Computing

Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models IJCAI 2024 BiDM: Pushing the Limit of Quantization for Diffusion Models NeurIPS 2024 BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization ICML 2024 Bifurcated Attention for Single-Context Large-Batch Sampling ICML 2024 BilevelPruning: Unified Dynamic and Static Channel Pruning for Convolutional Neural Networks CVPR 2024 BiLLM: Pushing the Limit of Post-Training Quantization for LLMs ICML 2024 Binarized Low-light Raw Video Enhancement CVPR 2024 BiPer: Binary Neural Networks using a Periodic Function CVPR 2024 Bi-ViT: Pushing the Limit of Vision Transformer Quantization AAAI 2024 BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference NeurIPS 2024 BlockBoost: Scalable and Efficient Blocking through Boosting AISTATS 2024 Blocks Architecture (BloArk): Efficient, Cost-Effective, and Incremental Dataset Architecture for Wikipedia Revision History EMNLP 2024 Block Transformer: Global-to-Local Language Modeling for Fast Inference NeurIPS 2024 BodyMAP - Jointly Predicting Body Mesh and 3D Applied Pressure Map for People in Bed CVPR 2024 BOLD: Boolean Logic Deep Learning NeurIPS 2024 BooookScore: A systematic exploration of book-length summarization in the era of LLMs ICLR 2024 Bootstrapping SparseFormers from Vision Foundation Models CVPR 2024 Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text AAAI 2024 BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training EMNLP 2024 Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic Analysis at Line-Speed NSDI 2024 Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models EMNLP 2024 Break the Sequential Dependency of LLM Inference Using Lookahead Decoding ICML 2024 Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning ICML 2024 Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation NeurIPS 2024 BSC Submission to the AmericasNLP 2024 Shared Task NAACL 2024