| Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care | Mar 28, 2024 | GPU | —Unverified | 0 | 0 |
| Bespoke Solvers for Generative Flow Models | Oct 29, 2023 | GPU | —Unverified | 0 | 0 |
| Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator | Feb 11, 2020 | AutoMLGeneral Classification | —Unverified | 0 | 0 |
| BestServe: Serving Strategies with Optimal Goodput in Collocation and Disaggregation Architectures | Jun 6, 2025 | BenchmarkingCPU | —Unverified | 0 | 0 |
| Betty: An Automatic Differentiation Library for Multilevel Optimization | Jul 5, 2022 | GPUHyperparameter Optimization | —Unverified | 0 | 0 |
| Beyond Blur: A Fluid Perspective on Generative Diffusion Models | Jun 20, 2025 | DiversityGPU | —Unverified | 0 | 0 |
| Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection | Dec 6, 2024 | GPUMulti-Object Tracking | —Unverified | 0 | 0 |
| Beyond Desktop Computation: Challenges in Scaling a GPU Infrastructure | Oct 11, 2021 | GPUNavigate | —Unverified | 0 | 0 |
| Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations | Jan 20, 2021 | Cancer-no cancer per image classificationGPU | —Unverified | 0 | 0 |
| Beyond Terabit/s Integrated Neuromorphic Photonic Processor for DSP-Free Optical Interconnects | Apr 21, 2025 | GPU | —Unverified | 0 | 0 |
| BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing | Dec 16, 2021 | GPUGraph Property Prediction | —Unverified | 0 | 0 |
| Bidirectional Encoder Representations from Transformers (BERT): A sentiment analysis odyssey | Jul 2, 2020 | CPUDeep Learning | —Unverified | 0 | 0 |
| BigGraphVis: Leveraging Streaming Algorithms and GPU Acceleration for Visualizing Big Graphs | Aug 1, 2021 | Community DetectionGPU | —Unverified | 0 | 0 |
| Bi-Level Optimization Augmented with Conditional Variational Autoencoder for Autonomous Driving in Dense Traffic | Dec 5, 2022 | Autonomous DrivingGPU | —Unverified | 0 | 0 |
| Bilinear CNN Models for Fine-Grained Visual Recognition | Dec 1, 2015 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | —Unverified | 0 | 0 |
| Binarized Convolutional Neural Networks for Efficient Inference on GPUs | Aug 1, 2018 | BinarizationGPU | —Unverified | 0 | 0 |
| BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks | Oct 27, 2021 | GPU | —Unverified | 0 | 0 |
| Biological Evolution and Genetic Algorithms: Exploring the Space of Abstract Tile Self-Assembly | May 28, 2022 | CPUGPU | —Unverified | 0 | 0 |
| BiPMAP: A Toolbox for Predictions of Perceived Motion Artifacts on Modern Displays | Dec 7, 2022 | GPU | —Unverified | 0 | 0 |
| BirdNeRF: Fast Neural Reconstruction of Large-Scale Scenes From Aerial Imagery | Feb 7, 2024 | GPUNeRF | —Unverified | 0 | 0 |
| BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge | Dec 25, 2023 | FairnessGPU | —Unverified | 0 | 0 |
| Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural Networks | Dec 5, 2017 | GPU | —Unverified | 0 | 0 |
| BitNet b1.58 2B4T Technical Report | Apr 16, 2025 | Computational EfficiencyCPU | —Unverified | 0 | 0 |
| Bit-Parallel Vector Composability for Neural Acceleration | Apr 11, 2020 | GPU | —Unverified | 0 | 0 |
| BitSplit-Net: Multi-bit Deep Neural Network with Bitwise Activation Function | Mar 23, 2019 | GPU | —Unverified | 0 | 0 |
| Block based Singular Value Decomposition approach to matrix factorization for recommender systems | Jul 17, 2019 | GPURecommendation Systems | —Unverified | 0 | 0 |
| Blockchain For Mobile Health Applications: Acceleration With GPU Computing | Jan 11, 2023 | GPU | —Unverified | 0 | 0 |
| Block-Parallel IDA* for GPUs (Extended Manuscript) | May 8, 2017 | GPU | —Unverified | 0 | 0 |
| BMF: Block matrix approach to factorization of large scale data | Jan 2, 2019 | CPUGPU | —Unverified | 0 | 0 |
| BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training | Dec 1, 2018 | GPUVocal Bursts Intensity Prediction | —Unverified | 0 | 0 |
| Bolt3D: Generating 3D Scenes in Seconds | Mar 18, 2025 | 3D geometry3D Reconstruction | —Unverified | 0 | 0 |
| Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication | Mar 2, 2023 | GPUQuantization | —Unverified | 0 | 0 |
| Enhancing Large-Scale AI Training Efficiency: The C4 Solution for Real-Time Anomaly Detection and Communication Optimization | Jun 7, 2024 | Anomaly DetectionGPU | —Unverified | 0 | 0 |
| Boosting Mobile CNN Inference through Semantic Memory | Dec 5, 2021 | CPUGPU | —Unverified | 0 | 0 |
| Boosting Performance on ARC is a Matter of Perspective | May 8, 2025 | ARCGPU | —Unverified | 0 | 0 |
| Boost Vision Transformer with GPU-Friendly Sparsity and Quantization | May 18, 2023 | BenchmarkingGPU | —Unverified | 0 | 0 |
| BOP Challenge 2023 on Detection, Segmentation and Pose Estimation of Seen and Unseen Rigid Objects | Mar 14, 2024 | 6D Pose Estimation using RGBGPU | —Unverified | 0 | 0 |
| Brain Cancer Segmentation Using YOLOv5 Deep Neural Network | Dec 27, 2022 | GPUInstance Segmentation | —Unverified | 0 | 0 |
| BrainFrame: A node-level heterogeneous accelerator platform for neuron simulations | Dec 5, 2016 | DiversityGPU | —Unverified | 0 | 0 |
| Brain-inspired sparse training enables Transformers and LLMs to perform as fully connected | Jan 31, 2025 | GPULanguage Modeling | —Unverified | 0 | 0 |
| Breadth-First Pipeline Parallelism | Nov 11, 2022 | GPU | —Unverified | 0 | 0 |
| Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance | Aug 28, 2023 | Contrastive LearningFew-Shot Text Classification | —Unverified | 0 | 0 |
| Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of Experts | Feb 5, 2024 | GPUMixture-of-Experts | —Unverified | 0 | 0 |
| Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy | Jan 1, 2025 | GPURepresentation Learning | —Unverified | 0 | 0 |
| Bregman Alternating Direction Method of Multipliers | Jun 13, 2013 | GPU | —Unverified | 0 | 0 |
| Brief analysis of DeepSeek R1 and it's implications for Generative AI | Feb 4, 2025 | GPUMixture-of-Experts | —Unverified | 0 | 0 |
| Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs | May 28, 2020 | GPU | —Unverified | 0 | 0 |
| Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs | May 29, 2023 | Domain AdaptationGPU | —Unverified | 0 | 0 |
| Bringing together invertible UNets with invertible attention modules for memory-efficient diffusion models | Apr 15, 2025 | DenoisingGPU | —Unverified | 0 | 0 |
| Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition | Dec 23, 2024 | GPUMotion Synthesis | —Unverified | 0 | 0 |