| Putting the Object Back into Video Object Segmentation | Oct 19, 2023 | ObjectSegmentation | CodeCode Available | 3 |
| AgentTuning: Enabling Generalized Agent Abilities for LLMs | Oct 19, 2023 | Memorization | CodeCode Available | 3 |
| Take the aTrain. Introducing an Interface for the Accessible Transcription of Interviews | Oct 18, 2023 | CPUGPU | CodeCode Available | 3 |
| Llemma: An Open Language Model For Mathematics | Oct 16, 2023 | Arithmetic ReasoningAutomated Theorem Proving | CodeCode Available | 3 |
| MotionDirector: Motion Customization of Text-to-Video Diffusion Models | Oct 12, 2023 | | CodeCode Available | 3 |
| Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting | Oct 12, 2023 | DecoderProbabilistic Time Series Forecasting | CodeCode Available | 3 |
| Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research | Oct 12, 2023 | Autonomous Driving | CodeCode Available | 3 |
| NoMaD: Goal Masked Diffusion Policies for Navigation and Exploration | Oct 11, 2023 | | CodeCode Available | 3 |
| CRITERIA: a New Benchmarking Paradigm for Evaluating Trajectory Prediction Models for Autonomous Driving | Oct 11, 2023 | Autonomous DrivingBenchmarking | CodeCode Available | 3 |
| MetaAgents: Simulating Interactions of Human Behaviors for LLM-based Task-oriented Coordination via Collaborative Generative Agents | Oct 10, 2023 | | CodeCode Available | 3 |
| Text Embeddings Reveal (Almost) As Much As Text | Oct 10, 2023 | | CodeCode Available | 3 |
| Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis | Oct 9, 2023 | BenchmarkingMultivariate Time Series Forecasting | CodeCode Available | 3 |
| How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition | Oct 9, 2023 | Code GenerationInstruction Following | CodeCode Available | 3 |
| Evaluating Hallucinations in Chinese Large Language Models | Oct 5, 2023 | HallucinationQuestion Answering | CodeCode Available | 3 |
| T^3Bench: Benchmarking Current Progress in Text-to-3D Generation | Oct 4, 2023 | 3D GenerationBenchmarking | CodeCode Available | 3 |
| MagicDrive: Street View Generation with Diverse 3D Geometry Control | Oct 4, 2023 | 3D geometry3D Object Detection | CodeCode Available | 3 |
| Conceptual Framework for Autonomous Cognitive Entities | Oct 3, 2023 | | CodeCode Available | 3 |
| OceanGPT: A Large Language Model for Ocean Science Tasks | Oct 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| UltraFeedback: Boosting Language Models with Scaled AI Feedback | Oct 2, 2023 | Language Modelling | CodeCode Available | 3 |
| AutoAgents: A Framework for Automatic Agent Generation | Sep 29, 2023 | | CodeCode Available | 3 |
| ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving | Sep 29, 2023 | Arithmetic ReasoningComputational Efficiency | CodeCode Available | 3 |
| Data Filtering Networks | Sep 29, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation | Sep 29, 2023 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 3 |
| Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation | Sep 27, 2023 | GPUText-to-Video Generation | CodeCode Available | 3 |
| Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction | Sep 22, 2023 | Dynamic ReconstructionNeural Rendering | CodeCode Available | 3 |
| Leveraging In-the-Wild Data for Effective Self-Supervised Pretraining in Speaker Recognition | Sep 21, 2023 | Speaker Recognition | CodeCode Available | 3 |
| Impact of architecture on robustness and interpretability of multispectral deep neural networks | Sep 21, 2023 | Deep Learning | CodeCode Available | 3 |
| BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model | Sep 20, 2023 | 8kLanguage Modeling | CodeCode Available | 3 |
| FreeU: Free Lunch in Diffusion U-Net | Sep 20, 2023 | DecoderDenoising | CodeCode Available | 3 |
| SlimPajama-DC: Understanding Data Combinations for LLM Training | Sep 19, 2023 | | CodeCode Available | 3 |
| Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning | Sep 19, 2023 | EEGNMT | CodeCode Available | 3 |
| Multimodal Foundation Models: From Specialists to General-Purpose Assistants | Sep 18, 2023 | Image GenerationSurvey | CodeCode Available | 3 |
| Sparse Autoencoders Find Highly Interpretable Features in Language Models | Sep 15, 2023 | counterfactualLanguage Modelling | CodeCode Available | 3 |
| AudioSR: Versatile Audio Super-resolution at Scale | Sep 13, 2023 | Audio Super-ResolutionSuper-Resolution | CodeCode Available | 3 |
| InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation | Sep 12, 2023 | GPUImage Generation | CodeCode Available | 3 |
| HAT: Hybrid Attention Transformer for Image Restoration | Sep 11, 2023 | DenoisingImage Compression | CodeCode Available | 3 |
| Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection | Sep 7, 2023 | AnatomyData Augmentation | CodeCode Available | 3 |
| Tracking Anything with Decoupled Video Segmentation | Sep 7, 2023 | Open-Vocabulary Video SegmentationOpen-World Video Segmentation | CodeCode Available | 3 |
| Matcha-TTS: A fast TTS architecture with conditional flow matching | Sep 6, 2023 | Acoustic ModellingDecoder | CodeCode Available | 3 |
| nanoT5: A PyTorch Framework for Pre-training and Fine-tuning T5-style Models with Limited Resources | Sep 5, 2023 | DecoderGPU | CodeCode Available | 3 |
| Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering | Sep 3, 2023 | Data AugmentationDomain Adaptation | CodeCode Available | 3 |
| Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models | Sep 3, 2023 | HallucinationWorld Knowledge | CodeCode Available | 3 |
| SAM-Med2D | Aug 30, 2023 | DecoderImage Segmentation | CodeCode Available | 3 |
| Emergence of Segmentation with Minimalistic White-Box Transformers | Aug 30, 2023 | SegmentationSelf-Supervised Learning | CodeCode Available | 3 |
| AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models | Aug 29, 2023 | Anomaly DetectionIn-Context Learning | CodeCode Available | 3 |
| LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding | Aug 28, 2023 | 16kCode Completion | CodeCode Available | 3 |
| VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation | Aug 28, 2023 | Instance SegmentationOptical Flow Estimation | CodeCode Available | 3 |
| Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions | Aug 28, 2023 | BenchmarkingFormation Energy | CodeCode Available | 3 |
| Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization | Aug 28, 2023 | Image EnhancementImage Generation | CodeCode Available | 3 |
| How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection | Aug 25, 2023 | Object Detection | CodeCode Available | 3 |
