| Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting | Oct 8, 2024 | DecoderDenoising | CodeCode Available | 1 |
| Batched Bayesian optimization by maximizing the probability of including the optimum | Oct 8, 2024 | Bayesian OptimizationDiversity | CodeCode Available | 1 |
| Evaluating Performance and Bias of Negative Sampling in Large-Scale Sequential Recommendation Models | Oct 8, 2024 | Hyperparameter OptimizationSequential Recommendation | CodeCode Available | 1 |
| Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling | Oct 8, 2024 | Inductive Bias | CodeCode Available | 1 |
| Equi-GSPR: Equivariant SE(3) Graph Network Model for Sparse Point Cloud Registration | Oct 8, 2024 | Graph Neural NetworkPoint Cloud Registration | CodeCode Available | 1 |
| DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing | Oct 8, 2024 | Image Manipulation | CodeCode Available | 1 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 |
| GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks | Oct 8, 2024 | ManagementTrajectory Prediction | CodeCode Available | 1 |
| FACMIC: Federated Adaptative CLIP Model for Medical Image Classification | Oct 8, 2024 | Domain AdaptationFederated Learning | CodeCode Available | 1 |
| Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series | Oct 8, 2024 | Computational EfficiencyIrregular Time Series | CodeCode Available | 1 |
| Feature Selection Gates with Gradient Routing for Endoscopic Image Computing | Oct 7, 2024 | Binary ClassificationColorectal Polyps Characterization | CodeCode Available | 1 |
| SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification | Oct 7, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Image Watermarks are Removable Using Controllable Regeneration from Clean Noise | Oct 7, 2024 | AttributeDenoising | CodeCode Available | 1 |
| SePPO: Semi-Policy Preference Optimization for Diffusion Alignment | Oct 7, 2024 | Model Selection | CodeCode Available | 1 |
| Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild | Oct 7, 2024 | BenchmarkingMixture-of-Experts | CodeCode Available | 1 |
| From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency | Oct 7, 2024 | Attribute | CodeCode Available | 1 |
| ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering | Oct 7, 2024 | Question AnsweringRetrieval | CodeCode Available | 1 |
| ImProver: Agent-Based Automated Proof Optimization | Oct 7, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Collaboration! Towards Robust Neural Methods for Routing Problems | Oct 7, 2024 | Out-of-Distribution Generalization | CodeCode Available | 1 |
| Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality | Oct 7, 2024 | | CodeCode Available | 1 |
| Toward General Object-level Mapping from Sparse Views with 3D Diffusion Priors | Oct 7, 2024 | Object | CodeCode Available | 1 |
| Can LLMs Understand Time Series Anomalies? | Oct 7, 2024 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Neural Fourier Modelling: A Highly Compact Approach to Time-Series Analysis | Oct 7, 2024 | 16kAnomaly Detection | CodeCode Available | 1 |
| Fast Training of Sinusoidal Neural Fields via Scaling Initialization | Oct 7, 2024 | | CodeCode Available | 1 |
| Continuous Ensemble Weather Forecasting with Diffusion models | Oct 7, 2024 | Weather Forecasting | CodeCode Available | 1 |
| GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models | Oct 7, 2024 | GSM8KLogical Reasoning | CodeCode Available | 1 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 |
| RoWeeder: Unsupervised Weed Mapping through Crop-Row Detection | Oct 7, 2024 | Deep LearningManagement | CodeCode Available | 1 |
| What makes your model a low-empathy or warmth person: Exploring the Origins of Personality in LLMs | Oct 7, 2024 | | CodeCode Available | 1 |
| PRFusion: Toward Effective and Robust Multi-Modal Place Recognition with Image and Point Cloud Fusion | Oct 7, 2024 | Autonomous Driving | CodeCode Available | 1 |
| DAPE V2: Process Attention Score as Feature Map for Length Extrapolation | Oct 7, 2024 | | CodeCode Available | 1 |
| MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space Terrain | Oct 7, 2024 | AttributeMetric Learning | CodeCode Available | 1 |
| DiffuseReg: Denoising Diffusion Model for Obtaining Deformation Fields in Unsupervised Deformable Image Registration | Oct 7, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models | Oct 7, 2024 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Beyond FVD: Enhanced Evaluation Metrics for Video Generation Quality | Oct 7, 2024 | Video Generation | CodeCode Available | 1 |
| Refining Counterfactual Explanations With Joint-Distribution-Informed Shapley Towards Actionable Minimality | Oct 7, 2024 | counterfactual | CodeCode Available | 1 |
| MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks | Oct 7, 2024 | | CodeCode Available | 1 |
| Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models | Oct 7, 2024 | Memorization | CodeCode Available | 1 |
| A Recipe For Building a Compliant Real Estate Chatbot | Oct 7, 2024 | ChatbotInstruction Following | CodeCode Available | 1 |
| Enhanced Super-Resolution Training via Mimicked Alignment for Real-World Scenes | Oct 7, 2024 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 |
| NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping | Oct 7, 2024 | Brain DecodingEEG | CodeCode Available | 1 |
| R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions? | Oct 7, 2024 | | CodeCode Available | 1 |
| PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing | Oct 7, 2024 | GPU | CodeCode Available | 1 |
| D-PoSE: Depth as an Intermediate Representation for 3D Human Pose and Shape Estimation | Oct 7, 2024 | 3D human pose and shape estimation | CodeCode Available | 1 |
| Hyper-Representations: Learning from Populations of Neural Networks | Oct 7, 2024 | Representation LearningTransfer Learning | CodeCode Available | 1 |
| Unsupervised Representation Learning from Sparse Transformation Analysis | Oct 7, 2024 | Representation Learning | CodeCode Available | 1 |
| Spatio-Temporal 3D Point Clouds from WiFi-CSI Data via Transformer Networks | Oct 7, 2024 | multimodal interaction | CodeCode Available | 1 |
| CogDevelop2K: Reversed Cognitive Development in Multimodal Large Language Models | Oct 6, 2024 | | CodeCode Available | 1 |
| Towards Secure Tuning: Mitigating Security Risks Arising from Benign Instruction Fine-Tuning | Oct 6, 2024 | | CodeCode Available | 1 |
| Algorithmic Capabilities of Random Transformers | Oct 6, 2024 | Text Generation | CodeCode Available | 1 |