| Towards Generative Ray Path Sampling for Faster Point-to-Point Ray Tracing | Oct 31, 2024 | valid | CodeCode Available | 2 |
| LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators | Oct 31, 2024 | BenchmarkingText Generation | CodeCode Available | 2 |
| Language Models can Self-Lengthen to Generate Long Texts | Oct 31, 2024 | Text Generation | CodeCode Available | 2 |
| The Importance of Being Scalable: Improving the Speed and Accuracy of Neural Network Interatomic Potentials Across Chemical Domains | Oct 31, 2024 | GPUPhilosophy | CodeCode Available | 2 |
| Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs | Oct 31, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 2 |
| ImOV3D: Learning Open-Vocabulary Point Clouds 3D Object Detection from Only 2D Images | Oct 31, 2024 | 3D Object DetectionDepth Estimation | CodeCode Available | 2 |
| EgoMimic: Scaling Imitation Learning via Egocentric Video | Oct 31, 2024 | DiversityImitation Learning | CodeCode Available | 2 |
| RSL-SQL: Robust Schema Linking in Text-to-SQL Generation | Oct 31, 2024 | Text to SQLText-To-SQL | CodeCode Available | 2 |
| GPT or BERT: why not both? | Oct 31, 2024 | Causal Language ModelingLanguage Modeling | CodeCode Available | 2 |
| Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting | Oct 31, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| VecCity: A Taxonomy-guided Library for Map Entity Representation Learning | Oct 31, 2024 | Representation Learning | CodeCode Available | 2 |
| End-to-End Ontology Learning with Large Language Models | Oct 31, 2024 | | CodeCode Available | 2 |
| What is Wrong with Perplexity for Long-context Language Modeling? | Oct 31, 2024 | Document SummarizationIn-Context Learning | CodeCode Available | 2 |
| InjecGuard: Benchmarking and Mitigating Over-defense in Prompt Injection Guardrail Models | Oct 30, 2024 | Benchmarking | CodeCode Available | 2 |
| SciPIP: An LLM-based Scientific Paper Idea Proposer | Oct 30, 2024 | Retrieval | CodeCode Available | 2 |
| Multi-Agent Large Language Models for Conversational Task-Solving | Oct 30, 2024 | FairnessQuestion Answering | CodeCode Available | 2 |
| Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks | Oct 30, 2024 | General Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 2 |
| Controlling Language and Diffusion Models by Transporting Activations | Oct 30, 2024 | Negation | CodeCode Available | 2 |
| Consistency Diffusion Bridge Models | Oct 30, 2024 | DenoisingImage-to-Image Translation | CodeCode Available | 2 |
| CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation | Oct 30, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 2 |
| CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation | Oct 30, 2024 | BenchmarkingPassage Retrieval | CodeCode Available | 2 |
| MassSpecGym: A benchmark for the discovery and identification of molecules | Oct 30, 2024 | De novo molecule generation from MS/MS spectrumDe novo molecule generation from MS/MS spectrum (bonus chemical formulae) | CodeCode Available | 2 |
| $100K or 100 Days: Trade-offs when Pre-Training with Academic Resources | Oct 30, 2024 | GPU | CodeCode Available | 2 |
| Lina-Speech: Gated Linear Attention is a Fast and Parameter-Efficient Learner for text-to-speech synthesis | Oct 30, 2024 | Speech Synthesistext-to-speech | CodeCode Available | 2 |
| EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models | Oct 30, 2024 | DeblurringEnsemble Learning | CodeCode Available | 2 |
| Multi-Programming Language Sandbox for LLMs | Oct 30, 2024 | | CodeCode Available | 2 |
| Very fast Bayesian Additive Regression Trees on GPU | Oct 30, 2024 | CPUGPU | CodeCode Available | 2 |
| CHORDONOMICON: A Dataset of 666,000 Songs and their Chord Progressions | Oct 29, 2024 | | CodeCode Available | 2 |
| Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications | Oct 29, 2024 | Image RetrievalRAG | CodeCode Available | 2 |
| PC-Gym: Benchmark Environments For Process Control Problems | Oct 29, 2024 | BenchmarkingChemical Process | CodeCode Available | 2 |
| Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Multimodality Helps Few-Shot 3D Point Cloud Semantic Segmentation | Oct 29, 2024 | Few-shot 3D Point Cloud Semantic SegmentationPoint Cloud Segmentation | CodeCode Available | 2 |
| ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation | Oct 29, 2024 | Drug Discovery | CodeCode Available | 2 |
| A Survey on RGB, 3D, and Multimodal Approaches for Unsupervised Industrial Anomaly Detection | Oct 29, 2024 | Anomaly Detection | CodeCode Available | 2 |
| ActiveSplat: High-Fidelity Scene Reconstruction through Active Gaussian Splatting | Oct 29, 2024 | Active 3D ReconstructionDecision Making | CodeCode Available | 2 |
| AmpleGCG-Plus: A Strong Generative Model of Adversarial Suffixes to Jailbreak LLMs with Higher Success Rates in Fewer Attempts | Oct 29, 2024 | | CodeCode Available | 2 |
| Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| RecFlow: An Industrial Full Flow Recommendation Dataset | Oct 28, 2024 | Recommendation SystemsSelection bias | CodeCode Available | 2 |
| LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior | Oct 28, 2024 | Video GenerationVideo Reconstruction | CodeCode Available | 2 |
| Domain Adaptation with a Single Vision-Language Embedding | Oct 28, 2024 | Domain AdaptationOne-shot Unsupervised Domain Adaptation | CodeCode Available | 2 |
| DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning | Oct 28, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 2 |
| Skinned Motion Retargeting with Dense Geometric Interaction Perception | Oct 28, 2024 | motion retargeting | CodeCode Available | 2 |
| ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings | Oct 28, 2024 | 3D Reconstruction3D Scene Reconstruction | CodeCode Available | 2 |
| Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models | Oct 28, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 2 |
| Hacking Back the AI-Hacker: Prompt Injection as a Defense Against LLM-driven Cyberattacks | Oct 28, 2024 | | CodeCode Available | 2 |
| BSD: a Bayesian framework for parametric models of neural spectra | Oct 28, 2024 | Bayesian InferenceEEG | CodeCode Available | 2 |
| Trajectory Flow Matching with Applications to Clinical Time Series Modeling | Oct 28, 2024 | Time Series | CodeCode Available | 2 |
| Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders | Oct 28, 2024 | Denoising | CodeCode Available | 2 |
| Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval | Oct 28, 2024 | Image RetrievalImage to text | CodeCode Available | 2 |
| Flaming-hot Initiation with Regular Execution Sampling for Large Language Models | Oct 28, 2024 | DiversityMath | CodeCode Available | 2 |