| DriveMM: All-in-One Large Multimodal Model for Autonomous Driving | Dec 10, 2024 | AllAutonomous Driving | CodeCode Available | 2 |
| Toward AI-Driven Digital Organism: Multiscale Foundation Models for Predicting, Simulating and Programming Biology at All Levels | Dec 9, 2024 | All | CodeCode Available | 2 |
| Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer's Disease Detection | Dec 9, 2024 | AllAlzheimer's Disease Detection | —Unverified | 0 |
| ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities | Dec 9, 2024 | AllBenchmarking | —Unverified | 0 |
| A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition | Dec 9, 2024 | AllDimensionality Reduction | —Unverified | 0 |
| [MASK] is All You Need | Dec 9, 2024 | AllImage Segmentation | CodeCode Available | 0 |
| Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models | Dec 9, 2024 | AllSelf-Supervised Learning | —Unverified | 0 |
| The AI Double Standard: Humans Judge All AIs for the Actions of One | Dec 8, 2024 | AllChatbot | —Unverified | 0 |
| Open-Source Acceleration of Stable-Diffusion.cpp Deployable on All Devices | Dec 8, 2024 | AllImage Generation | CodeCode Available | 0 |
| Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering | Dec 6, 2024 | AllKnowledge Graphs | —Unverified | 0 |
| Steps are all you need: Rethinking STEM Education with Prompt Engineering | Dec 6, 2024 | AllHallucination | —Unverified | 0 |
| Unsupervised Hyperspectral and Multispectral Image Fusion via Self-Supervised Modality Decoupling | Dec 6, 2024 | AllSelf-Supervised Learning | CodeCode Available | 0 |
| Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models | Dec 5, 2024 | AllComputational Efficiency | —Unverified | 0 |
| REL: Working out is all you need | Dec 5, 2024 | All | CodeCode Available | 0 |
| One Communication Round is All It Needs for Federated Fine-Tuning Foundation Models | Dec 5, 2024 | AllImage Generation | —Unverified | 0 |
| Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs | Dec 2, 2024 | AllLanguage Modeling | CodeCode Available | 2 |
| Text Is Not All You Need: Multimodal Prompting Helps LLMs Understand Humor | Dec 1, 2024 | AllNatural Language Understanding | —Unverified | 0 |
| Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction | Nov 29, 2024 | AllAspect Sentiment Triplet Extraction | CodeCode Available | 0 |
| Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs | Nov 29, 2024 | AllChatbot | —Unverified | 0 |
| FLARE: Toward Universal Dataset Purification against Backdoor Attacks | Nov 29, 2024 | All | CodeCode Available | 4 |
| Proto Successor Measure: Representing the Space of All Possible Solutions of Reinforcement Learning | Nov 29, 2024 | Allreinforcement-learning | —Unverified | 0 |
| Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing | Nov 29, 2024 | AllForm | —Unverified | 0 |
| Adaptive Blind All-in-One Image Restoration | Nov 27, 2024 | 5-Degradation Blind All-in-One Image RestorationAll | CodeCode Available | 1 |
| Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models | Nov 26, 2024 | Allparameter-efficient fine-tuning | —Unverified | 0 |
| Low-rank Adaptation-based All-Weather Removal for Autonomous Navigation | Nov 26, 2024 | AllAutonomous Navigation | —Unverified | 0 |
| Can LLMs plan paths in the real world? | Nov 26, 2024 | All | —Unverified | 0 |
| Fairness And Performance In Harmony: Data Debiasing Is All You Need | Nov 26, 2024 | AllFairness | —Unverified | 0 |
| GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration | Nov 26, 2024 | AllImage Restoration | —Unverified | 0 |
| SatVision-TOA: A Geospatial Foundation Model for Coarse-Resolution All-Sky Remote Sensing Imagery | Nov 26, 2024 | AllCloud Detection | CodeCode Available | 1 |
| All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages | Nov 25, 2024 | AllLong Question Answer | CodeCode Available | 1 |
| One Diffusion to Generate Them All | Nov 25, 2024 | AllCamera Pose Estimation | CodeCode Available | 4 |
| From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set | Nov 23, 2024 | AllIn-Context Learning | —Unverified | 0 |
| Gotta Hear Them All: Sound Source Aware Vision to Audio Generation | Nov 23, 2024 | AllAudio Generation | CodeCode Available | 2 |
| "All that Glitters": Approaches to Evaluations with Unreliable Model and Human Annotations | Nov 23, 2024 | AllFairness | CodeCode Available | 0 |
| One to rule them all: natural language to bind communication, perception and action | Nov 22, 2024 | All | —Unverified | 0 |
| Text Embedding is Not All You Need: Attention Control for Text-to-Image Semantic Alignment with Text Self-Attention Maps | Nov 21, 2024 | AllAttribute | —Unverified | 0 |
| Does the square-root price impact law belong to the strict universal scalings?: quantitative support by a complete survey of the Tokyo stock exchange market | Nov 21, 2024 | All | —Unverified | 0 |
| Fast MRI for All: Bridging Equity Gaps via Training without Raw Data Access | Nov 20, 2024 | Allcompressed sensing | —Unverified | 0 |
| Order is All You Need for Categorical Data Clustering | Nov 19, 2024 | AllAttribute | —Unverified | 0 |
| Signformer is all you need: Towards Edge AI for Sign Language | Nov 19, 2024 | AllGloss-free Sign Language Translation | CodeCode Available | 1 |
| Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need | Nov 19, 2024 | AllAttribute | —Unverified | 0 |
| Loss-to-Loss Prediction: Scaling Laws for All Datasets | Nov 19, 2024 | All | CodeCode Available | 0 |
| Is Locational Marginal Price All You Need for Locational Marginal Emission? | Nov 18, 2024 | All | —Unverified | 0 |
| All-domain Moveline Evolution Network for Click-Through Rate Prediction | Nov 18, 2024 | AllClick-Through Rate Prediction | —Unverified | 0 |
| An All-in-one Approach for Accelerated Cardiac MRI Reconstruction | Nov 16, 2024 | AllImage Reconstruction | —Unverified | 0 |
| AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations | Nov 16, 2024 | AllImage Restoration | —Unverified | 0 |
| Random feature baselines provide distributional performance and feature selection benchmarks for clinical and 'omic machine learning | Nov 15, 2024 | Allfeature selection | CodeCode Available | 0 |
| Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All | Nov 14, 2024 | All | —Unverified | 0 |
| Piecing It All Together: Verifying Multi-Hop Multimodal Claims | Nov 14, 2024 | 16kAll | —Unverified | 0 |
| Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology | Nov 14, 2024 | AllCancer Classification | CodeCode Available | 0 |