| Catastrophic Cyber Capabilities Benchmark (3CB): Robustly Evaluating LLM Agent Cyber Offense Capabilities | Oct 10, 2024 | | CodeCode Available | 1 |
| QCircuitNet: A Large-Scale Hierarchical Dataset for Quantum Algorithm Design | Oct 10, 2024 | Few-Shot Learning | CodeCode Available | 1 |
| StepTool: A Step-grained Reinforcement Learning Framework for Tool Learning in LLMs | Oct 10, 2024 | Information RetrievalPolicy Gradient Methods | CodeCode Available | 1 |
| CoPESD: A Multi-Level Surgical Motion Dataset for Training Large Vision-Language Models to Co-Pilot Endoscopic Submucosal Dissection | Oct 10, 2024 | Instruction Following | CodeCode Available | 1 |
| Minority-Focused Text-to-Image Generation via Prompt Optimization | Oct 10, 2024 | Data AugmentationImage Generation | CodeCode Available | 1 |
| OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting | Oct 10, 2024 | Entity LinkingFew-Shot Learning | CodeCode Available | 1 |
| Noether's razor: Learning Conserved Quantities | Oct 10, 2024 | Model Selection | CodeCode Available | 1 |
| GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment | Oct 10, 2024 | Text Generation | CodeCode Available | 1 |
| Efficient Dictionary Learning with Switch Sparse Autoencoders | Oct 10, 2024 | Dictionary LearningMixture-of-Experts | CodeCode Available | 1 |
| Optimal-state Dynamics Estimation for Physics-based Human Motion Capture from Videos | Oct 10, 2024 | Pose Estimation | CodeCode Available | 1 |
| ZeroComp: Zero-shot Object Compositing from Image Intrinsics via Diffusion | Oct 10, 2024 | | CodeCode Available | 1 |
| Neural Reasoning Networks: Efficient Interpretable Neural Networks With Automatic Textual Explanations | Oct 10, 2024 | FairnessFeature Importance | CodeCode Available | 1 |
| Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures | Oct 10, 2024 | parameter-efficient fine-tuning | CodeCode Available | 1 |
| StablePrompt: Automatic Prompt Tuning using Reinforcement Learning for Large Language Models | Oct 10, 2024 | Question AnsweringReinforcement Learning (RL) | CodeCode Available | 1 |
| Causal Image Modeling for Efficient Visual Understanding | Oct 10, 2024 | Causal Inference | CodeCode Available | 1 |
| Metalic: Meta-Learning In-Context with Protein Language Models | Oct 10, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| RayEmb: Arbitrary Landmark Detection in X-Ray Images Using Ray Embedding Subspace | Oct 10, 2024 | Medical Image Registration | CodeCode Available | 1 |
| CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack Segmentation | Oct 10, 2024 | Crack SegmentationDenoising | CodeCode Available | 1 |
| SPA: 3D Spatial-Awareness Enables Effective Embodied Representation | Oct 10, 2024 | GPUNeural Rendering | CodeCode Available | 1 |
| Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning | Oct 10, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines | Oct 10, 2024 | | CodeCode Available | 1 |
| Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models | Oct 10, 2024 | | CodeCode Available | 1 |
| Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining | Oct 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Automatic Curriculum Expert Iteration for Reliable LLM Reasoning | Oct 10, 2024 | HallucinationLogical Reasoning | CodeCode Available | 1 |
| Physics and Deep Learning in Computational Wave Imaging | Oct 10, 2024 | Deep Learning | CodeCode Available | 1 |
| Bilinear MLPs enable weight-based mechanistic interpretability | Oct 10, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Reward-Augmented Data Enhances Direct Preference Alignment of LLMs | Oct 10, 2024 | Instruction Following | CodeCode Available | 1 |
| Pretraining Graph Transformers with Atom-in-a-Molecule Quantum Properties for Improved ADMET Modeling | Oct 10, 2024 | | CodeCode Available | 1 |
| TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration | Oct 10, 2024 | AllImage Restoration | CodeCode Available | 1 |
| Pap2Pat: Towards Automated Paper-to-Patent Drafting using Chunk-based Outline-guided Generation | Oct 9, 2024 | | CodeCode Available | 1 |
| DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector | Oct 9, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 1 |
| Does Spatial Cognition Emerge in Frontier Models? | Oct 9, 2024 | | CodeCode Available | 1 |
| To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models | Oct 9, 2024 | MME | CodeCode Available | 1 |
| Dynamic Neural Potential Field: Online Trajectory Optimization in Presence of Moving Obstacles | Oct 9, 2024 | Collision AvoidanceModel Predictive Control | CodeCode Available | 1 |
| Iterative Optimization Annotation Pipeline and ALSS-YOLO-Seg for Efficient Banana Plantation Segmentation in UAV Imagery | Oct 9, 2024 | Segmentation | CodeCode Available | 1 |
| InstructG2I: Synthesizing Images from Multimodal Attributed Graphs | Oct 9, 2024 | DenoisingRe-Ranking | CodeCode Available | 1 |
| TextLap: Customizing Language Models for Text-to-Layout Planning | Oct 9, 2024 | Image GenerationNatural Language Understanding | CodeCode Available | 1 |
| Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention | Oct 9, 2024 | Graph LearningNode Clustering | CodeCode Available | 1 |
| Learning Evolving Tools for Large Language Models | Oct 9, 2024 | | CodeCode Available | 1 |
| Continual Learning in the Frequency Domain | Oct 9, 2024 | Continual Learning | CodeCode Available | 1 |
| Personalized Visual Instruction Tuning | Oct 9, 2024 | Image Generation | CodeCode Available | 1 |
| LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts | Oct 9, 2024 | Test-time AdaptationWorld Knowledge | CodeCode Available | 1 |
| Towards Generalisable Time Series Understanding Across Domains | Oct 9, 2024 | BenchmarkingTime Series | CodeCode Available | 1 |
| SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection | Oct 9, 2024 | Bilevel Optimization | CodeCode Available | 1 |
| BiC-MPPI: Goal-Pursuing, Sampling-Based Bidirectional Rollout Clustering Path Integral for Trajectory Optimization | Oct 9, 2024 | Autonomous NavigationTrajectory Planning | CodeCode Available | 1 |
| Deep Correlated Prompting for Visual Recognition with Missing Modalities | Oct 9, 2024 | Prompt Learning | CodeCode Available | 1 |
| Retrieval-Augmented Decision Transformer: External Memory for In-context RL | Oct 9, 2024 | In-Context LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| ING-VP: MLLMs cannot Play Easy Vision-based Games Yet | Oct 9, 2024 | Spatial Reasoning | CodeCode Available | 1 |
| Tree of Problems: Improving structured problem solving with compositionality | Oct 9, 2024 | In-Context Learning | CodeCode Available | 1 |
| Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Forecasting | Oct 9, 2024 | Weather Forecasting | CodeCode Available | 1 |
