| Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes | Oct 22, 2024 | GSM8KLanguage Modeling | CodeCode Available | 1 |
| Joint Point Cloud Upsampling and Cleaning with Octree-based CNNs | Oct 22, 2024 | point cloud upsampling | CodeCode Available | 1 |
| Non-myopic Generation of Language Models for Reasoning and Planning | Oct 22, 2024 | Computational EfficiencyLanguage Modelling | CodeCode Available | 1 |
| Automated Spinal MRI Labelling from Reports Using a Large Language Model | Oct 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage | Oct 22, 2024 | | CodeCode Available | 1 |
| TopoDiffusionNet: A Topology-aware Diffusion Model | Oct 22, 2024 | Denoisingmodel | 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 |
| Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium | Oct 21, 2024 | Bilevel OptimizationFairness | CodeCode Available | 1 |
| Residual vector quantization for KV cache compression in large language model | Oct 21, 2024 | Audio CompressionLanguage Modeling | CodeCode Available | 1 |
| START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation | Oct 21, 2024 | Domain GeneralizationMamba | CodeCode Available | 1 |
| SeisLM: a Foundation Model for Seismic Waveforms | Oct 21, 2024 | Event DetectionLanguage Modeling | CodeCode Available | 1 |
| Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning | Oct 21, 2024 | Attribute | CodeCode Available | 1 |
| PROMPTHEUS: A Human-Centered Pipeline to Streamline SLRs with LLMs | Oct 21, 2024 | | CodeCode Available | 1 |
| Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report | Oct 21, 2024 | Information RetrievalRAG | CodeCode Available | 1 |
| QuickBind: A Light-Weight And Interpretable Molecular Docking Model | Oct 21, 2024 | Drug DiscoveryMolecular Docking | CodeCode Available | 1 |
| Scalability of memorization-based machine unlearning | Oct 21, 2024 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Elucidating the design space of language models for image generation | Oct 21, 2024 | Image GenerationText Generation | CodeCode Available | 1 |
| ARTS: Semi-Analytical Regressor using Disentangled Skeletal Representations for Human Mesh Recovery from Videos | Oct 21, 2024 | 3D Human Pose EstimationDisentanglement | CodeCode Available | 1 |
| Bayesian scaling laws for in-context learning | Oct 21, 2024 | In-Context LearningSafety Alignment | CodeCode Available | 1 |
| LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting | Oct 21, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| PALMS: Plane-based Accessible Indoor Localization Using Mobile Smartphones | Oct 21, 2024 | Indoor Localization | CodeCode Available | 1 |
| Can Knowledge Editing Really Correct Hallucinations? | Oct 21, 2024 | Hallucinationknowledge editing | CodeCode Available | 1 |
| TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight | Oct 21, 2024 | 3D Semantic Scene Completion3D Semantic Segmentation | CodeCode Available | 1 |
| Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation | Oct 21, 2024 | | CodeCode Available | 1 |
| A Realistic Threat Model for Large Language Model Jailbreaks | Oct 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection | Oct 21, 2024 | Fake News DetectionPrompt Learning | CodeCode Available | 1 |
| GATEAU: Selecting Influential Samples for Long Context Alignment | Oct 21, 2024 | Instruction FollowingLong-Context Understanding | CodeCode Available | 1 |
| Comprehensive benchmarking of large language models for RNA secondary structure prediction | Oct 21, 2024 | Benchmarking | CodeCode Available | 1 |
| Reinforced Imitative Trajectory Planning for Urban Automated Driving | Oct 21, 2024 | Imitation Learningreinforcement-learning | CodeCode Available | 1 |
| CausalGraph2LLM: Evaluating LLMs for Causal Queries | Oct 21, 2024 | Sensitivity | CodeCode Available | 1 |
| Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? | Oct 21, 2024 | Dataset DistillationDiversity | CodeCode Available | 1 |
| Catastrophic Failure of LLM Unlearning via Quantization | Oct 21, 2024 | Machine UnlearningQuantization | CodeCode Available | 1 |
| Building A Coding Assistant via the Retrieval-Augmented Language Model | Oct 21, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset | Oct 21, 2024 | Image DehazingMamba | CodeCode Available | 1 |
| Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count | Oct 21, 2024 | Position | CodeCode Available | 1 |
| On conditional diffusion models for PDE simulations | Oct 21, 2024 | | CodeCode Available | 1 |
| Natural GaLore: Accelerating GaLore for memory-efficient LLM Training and Fine-tuning | Oct 21, 2024 | parameter-efficient fine-tuning | CodeCode Available | 1 |
| Reflection-Bench: probing AI intelligence with reflection | Oct 21, 2024 | counterfactualDecision Making | CodeCode Available | 1 |
| AlignVSR: Audio-Visual Cross-Modal Alignment for Visual Speech Recognition | Oct 21, 2024 | cross-modal alignmentspeech-recognition | CodeCode Available | 1 |
| BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression | Oct 20, 2024 | In-Context LearningLong-Context Understanding | CodeCode Available | 1 |
| Explainability of Point Cloud Neural Networks Using SMILE: Statistical Model-Agnostic Interpretability with Local Explanations | Oct 20, 2024 | Autonomous Driving | CodeCode Available | 1 |
| Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentation | Oct 20, 2024 | Clusteringgraph partitioning | CodeCode Available | 1 |
| BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping | Oct 20, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| TrackMe:A Simple and Effective Multiple Object Tracking Annotation Tool | Oct 20, 2024 | Multiple Object TrackingObject | CodeCode Available | 1 |
| M-RewardBench: Evaluating Reward Models in Multilingual Settings | Oct 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning | Oct 20, 2024 | | CodeCode Available | 1 |
| IPO: Interpretable Prompt Optimization for Vision-Language Models | Oct 20, 2024 | Prompt LearningSpecificity | CodeCode Available | 1 |
| Causality for Large Language Models | Oct 20, 2024 | Prompt Engineering | CodeCode Available | 1 |
| Scene Graph Generation with Role-Playing Large Language Models | Oct 20, 2024 | DescriptiveGraph Generation | CodeCode Available | 1 |
| A Comprehensive Evaluation of Cognitive Biases in LLMs | Oct 20, 2024 | Decision Making | CodeCode Available | 1 |