| BackLink: Supervised Local Training with Backward Links | May 14, 2022 | GPU | —Unverified | 0 | 0 |
| Backpropagation Training for Fisher Vectors within Neural Networks | Feb 8, 2017 | GPU | —Unverified | 0 | 0 |
| BACTrack: Building Appearance Collection for Aerial Tracking | Dec 11, 2023 | GPUTemplate Matching | —Unverified | 0 | 0 |
| Badllama 3: removing safety finetuning from Llama 3 in minutes | Jul 1, 2024 | GPU | —Unverified | 0 | 0 |
| BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation | Jan 1, 2023 | Autonomous DrivingBird's-Eye View Semantic Segmentation | —Unverified | 0 | 0 |
| Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction | Nov 21, 2024 | 3D GenerationGPU | —Unverified | 0 | 0 |
| BaKlaVa -- Budgeted Allocation of KV cache for Long-context Inference | Feb 18, 2025 | GPULanguage Modeling | —Unverified | 0 | 0 |
| Balanced 3DGS: Gaussian-wise Parallelism Rendering with Fine-Grained Tiling | Dec 23, 2024 | 3DGSGPU | —Unverified | 0 | 0 |
| Balanced and Elastic End-to-end Training of Dynamic LLMs | May 20, 2025 | GPUMixture-of-Experts | —Unverified | 0 | 0 |
| Balanced Sparsity for Efficient DNN Inference on GPU | Nov 1, 2018 | GPU | —Unverified | 0 | 0 |
| Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration | Feb 18, 2020 | CPUGPU | —Unverified | 0 | 0 |
| Band-limited Training and Inference for Convolutional Neural Networks | Nov 21, 2019 | GPU | —Unverified | 0 | 0 |
| BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training | Dec 23, 2020 | GPU | —Unverified | 0 | 0 |
| BASS: Batched Attention-optimized Speculative Sampling | Apr 24, 2024 | GPUHumanEval | —Unverified | 0 | 0 |
| Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network | Aug 25, 2024 | Computational EfficiencyGPU | —Unverified | 0 | 0 |
| BatchGNN: Efficient CPU-Based Distributed GNN Training on Very Large Graphs | Jun 23, 2023 | CPUGPU | —Unverified | 0 | 0 |
| Batch Group Normalization | Dec 4, 2020 | Domain AdaptationFew-Shot Learning | —Unverified | 0 | 0 |
| BatchLLM: Optimizing Large Batched LLM Inference with Global Prefix Sharing and Throughput-oriented Token Batching | Nov 29, 2024 | GPUManagement | —Unverified | 0 | 0 |
| Batch-Max: Higher LLM Throughput using Larger Batch Sizes and KV Cache Compression | Dec 7, 2024 | GPU | —Unverified | 0 | 0 |
| Batch Monte Carlo Tree Search | Apr 9, 2021 | Game of GoGPU | —Unverified | 0 | 0 |
| Batch Normalization Sampling | Oct 25, 2018 | Computational EfficiencyGPU | —Unverified | 0 | 0 |
| Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases | Dec 31, 2018 | GPU | —Unverified | 0 | 0 |
| Bayesian Neural Ordinary Differential Equations | Dec 14, 2020 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 | 0 |
| BayesNAS: A Bayesian Approach for Neural Architecture Search | May 13, 2019 | GPUNeural Architecture Search | —Unverified | 0 | 0 |
| BB-ML: Basic Block Performance Prediction using Machine Learning Techniques | Feb 16, 2022 | BIG-bench Machine LearningGPU | —Unverified | 0 | 0 |