| Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook | Oct 16, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 4 |
| 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering | Oct 12, 2023 | Dynamic ReconstructionGPU | CodeCode Available | 4 |
| An Empirical Study of Instruction-tuning Large Language Models in Chinese | Oct 11, 2023 | | CodeCode Available | 4 |
| 3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers | Oct 11, 2023 | DecoderImage Segmentation | CodeCode Available | 4 |
| OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text | Oct 10, 2023 | | CodeCode Available | 4 |
| SWE-bench: Can Language Models Resolve Real-World GitHub Issues? | Oct 10, 2023 | Bug fixingCode Generation | CodeCode Available | 4 |
| Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation | Oct 9, 2023 | Action RecognitionImage Generation | CodeCode Available | 4 |
| Retrieval-Generation Synergy Augmented Large Language Models | Oct 8, 2023 | Question AnsweringRetrieval | CodeCode Available | 4 |
| Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference | Oct 6, 2023 | GPUImage Generation | CodeCode Available | 4 |
| Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion | Oct 5, 2023 | Image GenerationText to Image Generation | CodeCode Available | 4 |
| TimeGPT-1 | Oct 5, 2023 | Deep LearningTime Series | CodeCode Available | 4 |
| LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment | Oct 3, 2023 | Audio ClassificationContrastive Learning | CodeCode Available | 4 |
| Time-LLM: Time Series Forecasting by Reprogramming Large Language Models | Oct 3, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 4 |
| PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis | Sep 30, 2023 | GPU | CodeCode Available | 4 |
| Guiding Instruction-based Image Editing via Multimodal Large Language Models | Sep 29, 2023 | Image ManipulationResponse Generation | CodeCode Available | 4 |
| DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation | Sep 28, 2023 | 3D Generation | CodeCode Available | 4 |
| TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning | Sep 26, 2023 | | CodeCode Available | 4 |
| Efficient Post-training Quantization with FP8 Formats | Sep 26, 2023 | image-classificationImage Classification | CodeCode Available | 4 |
| DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models | Sep 25, 2023 | Language ModellingLarge Language Model | CodeCode Available | 4 |
| Safurai 001: New Qualitative Approach for Code LLM Evaluation | Sep 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Baichuan 2: Open Large-scale Language Models | Sep 19, 2023 | Feature EngineeringGSM8K | CodeCode Available | 4 |
| Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees | Sep 18, 2023 | GPUImputation | CodeCode Available | 4 |
| ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing | Sep 17, 2023 | Model SelectionPrompt Engineering | CodeCode Available | 4 |
| Advancing Parsimonious Deep Learning Weather Prediction using the HEALPix Mesh | Sep 11, 2023 | Deep Learning | CodeCode Available | 4 |
| NExT-GPT: Any-to-Any Multimodal LLM | Sep 11, 2023 | AI Agent | CodeCode Available | 4 |
| Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs | Sep 11, 2023 | Quantization | CodeCode Available | 4 |
| Don't Ignore Dual Logic Ability of LLMs while Privatizing: A Data-Intensive Analysis in Medical Domain | Sep 8, 2023 | Fact CheckingKnowledge Graphs | CodeCode Available | 4 |
| Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese | Sep 8, 2023 | Domain AdaptationHallucination | CodeCode Available | 4 |
| Cognitive Architectures for Language Agents | Sep 5, 2023 | Decision Making | CodeCode Available | 4 |
| DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior | Aug 29, 2023 | Blind Face RestorationDenoising | CodeCode Available | 4 |
| Prompt2Model: Generating Deployable Models from Natural Language Instructions | Aug 23, 2023 | Data-free Knowledge DistillationDataset Generation | CodeCode Available | 4 |
| A Survey on Large Language Model based Autonomous Agents | Aug 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors | Aug 21, 2023 | | CodeCode Available | 4 |
| GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning | Aug 20, 2023 | FairnessFederated Learning | CodeCode Available | 4 |
| ChatHaruhi: Reviving Anime Character in Reality via Large Language Model | Aug 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis | Aug 18, 2023 | Dynamic ReconstructionNovel View Synthesis | CodeCode Available | 4 |
| Graph of Thoughts: Solving Elaborate Problems with Large Language Models | Aug 18, 2023 | | CodeCode Available | 4 |
| AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining | Aug 10, 2023 | Audio GenerationIn-Context Learning | CodeCode Available | 4 |
| OpenProteinSet: Training data for structural biology at scale | Aug 10, 2023 | Protein DesignProtein Structure Prediction | CodeCode Available | 4 |
| "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models | Aug 7, 2023 | Community Detection | CodeCode Available | 4 |
| AgentBench: Evaluating LLMs as Agents | Aug 7, 2023 | Decision MakingInstruction Following | CodeCode Available | 4 |
| TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment | Aug 6, 2023 | Image Quality AssessmentLocal Distortion | CodeCode Available | 4 |
| OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models | Aug 2, 2023 | Visual Question AnsweringVisual Question Answering (VQA) | CodeCode Available | 4 |
| From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion | Aug 2, 2023 | | CodeCode Available | 4 |
| LISA: Reasoning Segmentation via Large Language Model | Aug 1, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models | Jul 30, 2023 | HallucinationPrompt Engineering | CodeCode Available | 4 |
| Effective Whole-body Pose Estimation with Two-stages Distillation | Jul 29, 2023 | 2D Human Pose EstimationKnowledge Distillation | CodeCode Available | 4 |
| Universal and Transferable Adversarial Attacks on Aligned Language Models | Jul 27, 2023 | Adversarial AttackIngenuity | CodeCode Available | 4 |
| Guaranteed Approximation Bounds for Mixed-Precision Neural Operators | Jul 27, 2023 | GPUOperator learning | CodeCode Available | 4 |
| Turning Whisper into Real-Time Transcription System | Jul 27, 2023 | speech-recognitionSpeech Recognition | CodeCode Available | 4 |