| DexPBT: Scaling up Dexterous Manipulation for Hand-Arm Systems with Population Based Training | May 20, 2023 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | May 19, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| PANNA 2.0: Efficient neural network interatomic potentials and new architectures | May 19, 2023 | Efficient Neural NetworkGPU | CodeCode Available | 0 |
| JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded Systems | May 19, 2023 | DecoderGPU | CodeCode Available | 1 |
| Efficient ConvBN Blocks for Transfer Learning and Beyond | May 19, 2023 | Computational EfficiencyGPU | CodeCode Available | 1 |
| Boost Vision Transformer with GPU-Friendly Sparsity and Quantization | May 18, 2023 | BenchmarkingGPU | —Unverified | 0 |
| Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering | May 18, 2023 | Acoustic Unit DiscoveryClustering | CodeCode Available | 1 |
| Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload Awareness | May 18, 2023 | CPUGPU | CodeCode Available | 2 |
| Facial Expression Recognition at the Edge: CPU vs GPU vs VPU vs TPU | May 17, 2023 | CPUFacial Expression Recognition | —Unverified | 0 |
| Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt | May 17, 2023 | GPUModel Compression | —Unverified | 0 |
| ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time | May 17, 2023 | Code GenerationDeep Learning | —Unverified | 0 |
| EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging | May 17, 2023 | GPU | CodeCode Available | 1 |
| Robust and lightweight audio fingerprint for Automatic Content Recognition | May 16, 2023 | Audio FingerprintGPU | —Unverified | 0 |
| What Matters in Reinforcement Learning for Tractography | May 15, 2023 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| CMSG Cross-Media Semantic-Graph Feature Matching Algorithm for Autonomous Vehicle Relocalization | May 15, 2023 | GPU | —Unverified | 0 |
| Parameter-Efficient Fine-Tuning with Layer Pruning on Free-Text Sequence-to-Sequence Modeling | May 15, 2023 | Dialogue GenerationGPU | CodeCode Available | 1 |
| Provable Multi-instance Deep AUC Maximization with Stochastic Pooling | May 14, 2023 | GPUStochastic Optimization | CodeCode Available | 0 |
| CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model | May 11, 2023 | DenoisingGPU | CodeCode Available | 2 |
| EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention | May 11, 2023 | CPUGPU | CodeCode Available | 0 |
| LACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM | May 10, 2023 | GPULanguage Modeling | —Unverified | 0 |
| Fast Distributed Inference Serving for Large Language Models | May 10, 2023 | BlockingGPU | —Unverified | 0 |
| iEdit: Localised Text-guided Image Editing with Weak Supervision | May 10, 2023 | Contrastive LearningDescriptive | —Unverified | 0 |
| Enhancing Gappy Speech Audio Signals with Generative Adversarial Networks | May 9, 2023 | GPU | —Unverified | 0 |
| Real-time instance segmentation with polygons using an Intersection-over-Union loss | May 9, 2023 | GPUInstance Segmentation | CodeCode Available | 0 |
| KineticNet: Deep learning a transferable kinetic energy functional for orbital-free density functional theory | May 8, 2023 | GPU | —Unverified | 0 |
| CrAFT: Compression-Aware Fine-Tuning for Efficient Visual Task Adaptation | May 8, 2023 | GPUModel Compression | —Unverified | 0 |
| Spatiotemporally Consistent HDR Indoor Lighting Estimation | May 7, 2023 | DecoderGPU | —Unverified | 0 |
| Evolution under Length Constraints for CNN Architecture design | May 5, 2023 | GPU | —Unverified | 0 |
| 3D Small Object Detection with Dynamic Spatial Pruning | May 5, 2023 | 3D Object DetectionDecoder | CodeCode Available | 1 |
| HeteroEdge: Addressing Asymmetry in Heterogeneous Collaborative Autonomous Systems | May 5, 2023 | CPUGPU | —Unverified | 0 |
| Otter: A Multi-Modal Model with In-Context Instruction Tuning | May 5, 2023 | GPUIn-Context Learning | CodeCode Available | 4 |
| Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching | May 4, 2023 | GPURecommendation Systems | CodeCode Available | 0 |
| OctFormer: Octree-based Transformers for 3D Point Clouds | May 4, 2023 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 2 |
| SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing | May 4, 2023 | GPU | CodeCode Available | 1 |
| New Adversarial Image Detection Based on Sentiment Analysis | May 3, 2023 | Adversarial AttackGPU | CodeCode Available | 0 |
| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 |
| A Lightweight CNN-Transformer Model for Learning Traveling Salesman Problems | May 3, 2023 | GPU | CodeCode Available | 1 |
| Unlimiformer: Long-Range Transformers with Unlimited Length Input | May 2, 2023 | Book summarizationCPU | CodeCode Available | 3 |
| VPGTrans: Transfer Visual Prompt Generator across LLMs | May 2, 2023 | GPUTransfer Learning | CodeCode Available | 2 |
| RT-K-Net: Revisiting K-Net for Real-Time Panoptic Segmentation | May 2, 2023 | GPUInstance Segmentation | CodeCode Available | 1 |
| Augmented Electronic Ising Machine as an Effective SAT Solver | May 1, 2023 | GPU | —Unverified | 0 |
| Performance and Energy Consumption of Parallel Machine Learning Algorithms | May 1, 2023 | GPU | —Unverified | 0 |
| SweCTRL-Mini: a data-transparent Transformer-based large language model for controllable text generation in Swedish | Apr 27, 2023 | GPULanguage Modeling | CodeCode Available | 0 |
| TorchBench: Benchmarking PyTorch with High API Surface Coverage | Apr 27, 2023 | BenchmarkingGPU | CodeCode Available | 3 |
| Noise-Tolerance GPU-based Age Estimation Using ResNet-50 | Apr 26, 2023 | Age EstimationGPU | —Unverified | 0 |
| Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation | Apr 26, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 2 |
| Stable and low-precision training for large-scale vision-language models | Apr 25, 2023 | GPU | —Unverified | 0 |
| Optimizing Deep Learning Models For Raspberry Pi | Apr 25, 2023 | CPUDeep Learning | CodeCode Available | 0 |
| LAST: Scalable Lattice-Based Speech Modelling in JAX | Apr 25, 2023 | GPU | CodeCode Available | 1 |
| MF-NeRF: Memory Efficient NeRF with Mixed-Feature Hash Table | Apr 25, 2023 | BenchmarkingGPU | CodeCode Available | 1 |