| Cross-model Control: Improving Multiple Large Language Models in One-time Training | Oct 23, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Value Residual Learning For Alleviating Attention Concentration In Transformers | Oct 23, 2024 | | CodeCode Available | 1 |
| ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning | Oct 23, 2024 | Image CaptioningInstruction Following | CodeCode Available | 1 |
| PlantCamo: Plant Camouflage Detection | Oct 23, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning | Oct 23, 2024 | Question AnsweringSpeech Recognition | CodeCode Available | 1 |
| WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models | Oct 23, 2024 | | CodeCode Available | 1 |
| Entity-based Reinforcement Learning for Autonomous Cyber Defence | Oct 23, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data | Oct 23, 2024 | Entity AlignmentFederated Learning | CodeCode Available | 1 |
| Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective | Oct 23, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 1 |
| ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting | Oct 23, 2024 | Decision MakingMinecraft | CodeCode Available | 1 |
| Vehicle Dynamics Parameter Estimation Methodology for Virtual Automated Driving Testing | Oct 23, 2024 | parameter estimation | CodeCode Available | 1 |
| PyTSC: A Unified Platform for Multi-Agent Reinforcement Learning in Traffic Signal Control | Oct 23, 2024 | ManagementMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| SpeakGer: A meta-data enriched speech corpus of German state and federal parliaments | Oct 23, 2024 | DescriptiveSentiment Analysis | CodeCode Available | 1 |
| Neural Cover Selection for Image Steganography | Oct 23, 2024 | Image Steganography | CodeCode Available | 1 |
| CLEAR: Character Unlearning in Textual and Visual Modalities | Oct 23, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees | Oct 23, 2024 | | CodeCode Available | 1 |
| GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration | Oct 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions | Oct 23, 2024 | | CodeCode Available | 1 |
| Multi-scale feature reconstruction network for industrial anomaly detection | Oct 23, 2024 | Anomaly DetectionUnsupervised Anomaly Detection | CodeCode Available | 1 |
| Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments | Oct 23, 2024 | ObjectVisual Navigation | CodeCode Available | 1 |
| Gaze-Assisted Medical Image Segmentation | Oct 23, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Att2CPC: Attention-Guided Lossy Attribute Compression of Point Clouds | Oct 23, 2024 | Attribute | CodeCode Available | 1 |
| DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis | Oct 23, 2024 | cognitive diagnosisDiagnostic | CodeCode Available | 1 |
| Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration | Oct 23, 2024 | Efficient ExplorationReinforcement Learning (RL) | CodeCode Available | 1 |
| Scalable Random Feature Latent Variable Models | Oct 23, 2024 | Bayesian InferenceComputational Efficiency | CodeCode Available | 1 |
| Diffusion Priors for Variational Likelihood Estimation and Image Denoising | Oct 23, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Spiking Graph Neural Network on Riemannian Manifolds | Oct 23, 2024 | Graph Neural Network | CodeCode Available | 1 |
| Fire and Smoke Detection with Burning Intensity Representation | Oct 22, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Series Forecasting | Oct 22, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Benchmarking Multi-Scene Fire and Smoke Detection | Oct 22, 2024 | Benchmarking | CodeCode Available | 1 |
| Progressive Compositionality In Text-to-Image Generative Models | Oct 22, 2024 | AttributeContrastive Learning | CodeCode Available | 1 |
| GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation | Oct 22, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| Publishing Neural Networks in Drug Discovery Might Compromise Training Data Privacy | Oct 22, 2024 | Drug DiscoveryMolecular Property Prediction | CodeCode Available | 1 |
| Scalable Influence and Fact Tracing for Large Language Model Pretraining | Oct 22, 2024 | AttributeLanguage Modeling | CodeCode Available | 1 |
| EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting | Oct 22, 2024 | DiagnosticEEG | CodeCode Available | 1 |
| SpikMamba: When SNN meets Mamba in Event-based Human Action Recognition | Oct 22, 2024 | Action RecognitionAutonomous Driving | CodeCode Available | 1 |
| Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes | Oct 22, 2024 | GSM8KLanguage Modeling | CodeCode Available | 1 |
| Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios | Oct 22, 2024 | Dataset Distillation | CodeCode Available | 1 |
| Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning | Oct 22, 2024 | RetrievalRetrieval-augmented Generation | CodeCode Available | 1 |
| Aligning Large Language Models via Self-Steering Optimization | Oct 22, 2024 | | CodeCode Available | 1 |
| TopoDiffusionNet: A Topology-aware Diffusion Model | Oct 22, 2024 | Denoisingmodel | CodeCode Available | 1 |
| Automated Spinal MRI Labelling from Reports Using a Large Language Model | Oct 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities | Oct 22, 2024 | Spatial Reasoning | CodeCode Available | 1 |
| Joint Point Cloud Upsampling and Cleaning with Octree-based CNNs | Oct 22, 2024 | point cloud upsampling | CodeCode Available | 1 |
| ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage | Oct 22, 2024 | | CodeCode Available | 1 |
| Multi-Layer Gaussian Splatting for Immersive Anatomy Visualization | Oct 22, 2024 | AnatomyDiagnostic | CodeCode Available | 1 |
| Towards Automated Penetration Testing: Introducing LLM Benchmark, Analysis, and Improvements | Oct 22, 2024 | | CodeCode Available | 1 |
| LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging | Oct 22, 2024 | Out-of-Distribution Generalization | CodeCode Available | 1 |
| Meaning Typed Prompting: A Technique for Efficient, Reliable Structured Output Generation | Oct 22, 2024 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 1 |
| Non-myopic Generation of Language Models for Reasoning and Planning | Oct 22, 2024 | Computational EfficiencyLanguage Modelling | CodeCode Available | 1 |