| Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data | Feb 22, 2024 | Irregular Time SeriesMissing Values | CodeCode Available | 2 |
| tinyBenchmarks: evaluating LLMs with fewer examples | Feb 22, 2024 | MMLUMultiple-choice | CodeCode Available | 2 |
| HyperFast: Instant Classification for Tabular Data | Feb 22, 2024 | AutoMLClassification | CodeCode Available | 2 |
| Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective | Feb 22, 2024 | HallucinationSentence | CodeCode Available | 2 |
| MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues | Feb 22, 2024 | | CodeCode Available | 2 |
| PALO: A Polyglot Large Multimodal Model for 5B People | Feb 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching | Feb 21, 2024 | Image Generation | CodeCode Available | 2 |
| ActiveRAG: Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents | Feb 21, 2024 | Active LearningPosition | CodeCode Available | 2 |
| Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding | Feb 21, 2024 | Text Generation | CodeCode Available | 2 |
| Geometry-Informed Neural Networks | Feb 21, 2024 | Diversity | CodeCode Available | 2 |
| Full-Atom Peptide Design with Geometric Latent Diffusion | Feb 21, 2024 | | CodeCode Available | 2 |
| Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning | Feb 21, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 |
| A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models | Feb 21, 2024 | | CodeCode Available | 2 |
| D-Flow: Differentiating through Flows for Controlled Generation | Feb 21, 2024 | | CodeCode Available | 2 |
| OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems | Feb 21, 2024 | Logical Fallacies | CodeCode Available | 2 |
| Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions | Feb 21, 2024 | Decision MakingImitation Learning | CodeCode Available | 2 |
| Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent | Feb 21, 2024 | Incremental Learning | CodeCode Available | 2 |
| Coercing LLMs to do and reveal (almost) anything | Feb 21, 2024 | | CodeCode Available | 2 |
| VOOM: Robust Visual Object Odometry and Mapping using Hierarchical Landmarks | Feb 21, 2024 | Computational EfficiencyObject | CodeCode Available | 2 |
| FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models | Feb 21, 2024 | Question Answering | CodeCode Available | 2 |
| GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis | Feb 21, 2024 | | CodeCode Available | 2 |
| PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain | Feb 21, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| A Touch, Vision, and Language Dataset for Multimodal Alignment | Feb 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Transformer tricks: Precomputing the first layer | Feb 20, 2024 | | CodeCode Available | 2 |
| EMO-SUPERB: An In-depth Look at Speech Emotion Recognition | Feb 20, 2024 | Emotion RecognitionSelf-Supervised Learning | CodeCode Available | 2 |
| RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models | Feb 20, 2024 | DenoisingImage Generation | CodeCode Available | 2 |
| Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling | Feb 20, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 2 |
| Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations | Feb 20, 2024 | Sentence | CodeCode Available | 2 |
| RhythmFormer: Extracting Patterned rPPG Signals based on Periodic Sparse Attention | Feb 20, 2024 | | CodeCode Available | 2 |
| Me LLaMA: Foundation Large Language Models for Medical Applications | Feb 20, 2024 | Few-Shot LearningGPU | CodeCode Available | 2 |
| StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing | Feb 20, 2024 | Voice Cloning | CodeCode Available | 2 |
| Event-Based Motion Magnification | Feb 19, 2024 | BenchmarkingMotion Detection | CodeCode Available | 2 |
| UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models | Feb 19, 2024 | Image GenerationMachine Unlearning | CodeCode Available | 2 |
| Class-incremental Learning for Time Series: Benchmark and Evaluation | Feb 19, 2024 | Activity RecognitionBenchmarking | CodeCode Available | 2 |
| A Critical Evaluation of AI Feedback for Aligning Large Language Models | Feb 19, 2024 | Instruction Followingreinforcement-learning | CodeCode Available | 2 |
| Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models | Feb 19, 2024 | Adversarial DefenseMultimodal Deep Learning | CodeCode Available | 2 |
| EmoBench: Evaluating the Emotional Intelligence of Large Language Models | Feb 19, 2024 | Emotional IntelligenceEmotion Recognition | CodeCode Available | 2 |
| The Revolution of Multimodal Large Language Models: A Survey | Feb 19, 2024 | Image GenerationInstruction Following | CodeCode Available | 2 |
| Reformatted Alignment | Feb 19, 2024 | GSM8KHallucination | CodeCode Available | 2 |
| ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs | Feb 19, 2024 | Safety Alignment | CodeCode Available | 2 |
| EVOR: Evolving Retrieval for Code Generation | Feb 19, 2024 | Code GenerationRAG | CodeCode Available | 2 |
| Generative Semi-supervised Graph Anomaly Detection | Feb 19, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 2 |
| Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs | Feb 19, 2024 | Question Answering | CodeCode Available | 2 |
| Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic | Feb 19, 2024 | Instruction FollowingMath | CodeCode Available | 2 |
| Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation | Feb 19, 2024 | DenoisingFew-Shot Learning | CodeCode Available | 2 |
| Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators | Feb 19, 2024 | | CodeCode Available | 2 |
| CausalGym: Benchmarking causal interpretability methods on linguistic tasks | Feb 19, 2024 | BenchmarkingInterpretability Techniques for Deep Learning | CodeCode Available | 2 |
| Pan-Mamba: Effective pan-sharpening with State Space Model | Feb 19, 2024 | MambaPansharpening | CodeCode Available | 2 |
| Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships | Feb 19, 2024 | 3d scene graph generationObject | CodeCode Available | 2 |
| Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models | Feb 19, 2024 | | CodeCode Available | 2 |