title labels Latest 20 Papers - September 12, 2024 documentation Time Series Title Date Comment Surrogate uncertainty estimation for your time series forecasting black-box: learn when to trust 2024-09-10 Learning Augmentation Policies from A Model Zoo for Time Series Forecasting 2024-09-10 VE: Modeling Multivariate Time Series Correlation with Variate Embedding 2024-09-10 A statistical framework for analyzing shape in a time series of random geometric objects 2024-09-09 revised version Symmetry constrained neural networks for detection and localization of damage in metal plates 2024-09-09 Deep Convolutional Autoencoder for Assessment of Drive-Cycle Anomalies in Connected Vehicle Sensor Data 2024-09-09 SSCI2...SSCI2022, 7 pages, 3 Tables, 3 Figures Kernel-U-Net: Multivariate Time Series Forecasting using Custom Kernels 2024-09-09 Predicting Electricity Consumption with Random Walks on Gaussian Processes 2024-09-09 6 pages AnomalyCD: A benchmark for Earth anomaly change detection with high-resolution and time-series observations 2024-09-09 remot...remote sensing benchmark Optimizing VarLiNGAM for Scalable and Efficient Time Series Causal Discovery 2024-09-09 GDFlow: Anomaly Detection with NCDE-based Normalizing Flow for Advanced Driver Assistance System 2024-09-09 Boosting Certificate Robustness for Time Series Classification with Efficient Self-Ensemble 2024-09-09 6 fig...6 figures, 4 tables, 10 pages TimelyGPT: Extrapolatable Transformer Pre-training for Long-term Time-Series Forecasting in Healthcare 2024-09-08 17 pages Exploring Fungal Morphology Simulation and Dynamic Light Containment from a Graphics Generation Perspective 2024-09-08 Siggr...Siggraph Asia 2024 Art Paper Online Graph Topology Learning from Matrix-valued Time Series 2024-09-08 Learning Generative Models for Lumped Rainfall-Runoff Modeling 2024-09-08 Path Development Network with Finite-dimensional Lie Group Representation 2024-09-08 Efficient Rare Temporal Pattern Mining in Time Series 2024-09-08 arXiv...arXiv admin note: substantial text overlap with arXiv:2306.10994 NapTune: Efficient Model Tuning for Mood Classification using Previous Night's Sleep Measures along with Wearable Time-series 2024-09-07 Accep...Accepted at ICMI 2024 A Multi-scenario Attention-based Generative Model for Personalized Blood Pressure Time Series Forecasting 2024-09-07 5 pages, 2 figures LLM Title Date Comment Human Perception of LLM-generated Text Content in Social Media Environments 2024-09-10 Strategic management analysis: from data to strategy diagram by LLM 2024-09-10 NLVIZ...NLVIZ Workshop at IEEE VIZ 2024. 7 pages, 5 figures MAPS: Energy-Reliability Tradeoff Management in Autonomous Vehicles Through LLMs Penetrated Science 2024-09-10 Mapping News Narratives Using LLMs and Narrative-Structured Text Embeddings 2024-09-10 19 pa...19 pages, 13 figures, 4 tables Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection 2024-09-10 Accep...Accepted by MM'24 (Oral) Leveraging LLMs, Graphs and Object Hierarchies for Task Planning in Large-Scale Environments 2024-09-10 8 pages, 6 figures Extracting Paragraphs from LLM Token Activations 2024-09-10 LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA 2024-09-10 Automate Strategy Finding with LLM in Quant investment 2024-09-10 SHAPE-IT: Exploring Text-to-Shape-Display for Generative Shape-Changing Behaviors with LLMs 2024-09-10 Accep...Accepted for ACM UIST 2024 NOVI : Chatbot System for University Novice with BERT and LLMs 2024-09-10 Rome was Not Built in a Single Step: Hierarchical Prompting for LLM-based Chip Design 2024-09-09 Accep...Accepted at MLCAD '24. 10 pages, 7 figures, 5 tables User-LLM: Efficient LLM Contextualization with User Embeddings 2024-09-09 Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning 2024-09-09 LLMs Will Always Hallucinate, and We Need to Live With This 2024-09-09 X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning 2024-09-09 A System and Benchmark for LLM-based Q&A on Heterogeneous Data 2024-09-09 CauseJudger: Identifying the Cause with LLMs for Abductive Logical Reasoning 2024-09-09 Online Advertisements with LLMs: Opportunities and Challenges 2024-09-09 Jailbreaking Text-to-Image Models with LLM-Based Agents 2024-09-09 Image Restoration Title Date Comment Lightweight Multiscale Feature Fusion Super-Resolution Network Based on Two-branch Convolution and Transformer 2024-09-10 11 pages,12 figures Multi-Weather Image Restoration via Histogram-Based Transformer Feature Enhancement 2024-09-10 arXiv...arXiv admin note: text overlap with arXiv:2409.03249 AgileIR: Memory-Efficient Group Shifted Windows Attention for Agile Image Restoration 2024-09-10 Adversarial Purification and Fine-tuning for Robust UDC Image Restoration 2024-09-08 Power Line Aerial Image Restoration under dverse Weather: Datasets and Baselines 2024-09-07 Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior 2024-09-06 24 pages Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration 2024-09-05 Multiple weather images restoration using the task transformer and adaptive mixup strategy 2024-09-05 10 pa...10 pages, 5 figures and 2 table Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem 2024-09-05 Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models 2024-09-03 Accep...Accepted by ECCV 2024 F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring 2024-09-03 20 pages, 21 figures Restorer: Removing Multi-Degradation with All-Axis Attention and Prompt Guidance 2024-09-03 GaussianPU: A Hybrid 2D-3D Upsampling Framework for Enhancing Color Point Clouds via 3D Gaussian Splatting 2024-09-03 7 pages, 5 figures Accurate Forgetting for All-in-One Image Restoration Model 2024-09-01 AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning 2024-08-30 Efficient Image Restoration through Low-Rank Adaptation and Stable Diffusion XL 2024-08-30 10 pages GameIR: A Large-Scale Synthesized Ground-Truth Dataset for Image Restoration over Gaming Content 2024-08-29 Enhanced Control for Diffusion Bridge in Image Restoration 2024-08-29 Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration 2024-08-28 13 pages, 8 figures HAIR: Hypernetworks-based All-in-One Image Restoration 2024-08-28 16 pages Diffusion Model Title Date Comment SaRA: High-Efficient Diffusion Model Fine-tuning with Progressive Sparse Low-Rank Adaptation 2024-09-10 Param...Parameter efficient finetuning method Enhancing Emotional Text-to-Speech Controllability with Natural Language Guidance through Contrastive Learning and Diffusion Models 2024-09-10 Distilling Generative-Discriminative Representations for Very Low-Resolution Face Recognition 2024-09-10 What happens to diffusion model likelihood when your model is conditional? 2024-09-10 DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement 2024-09-10 Diff-INR: Generative Regularization for Electrical Impedance Tomography 2024-09-10 SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation 2024-09-10 Accep...Accepted to CVPR 2024; Github: https://github.com/VinAIResearch/SwiftBrush RangeLDM: Fast Realistic LiDAR Point Cloud Generation 2024-09-10 Multi-Source Music Generation with Latent Diffusion 2024-09-10 ICASS...ICASSP 2025 in Submission MyGo: Consistent and Controllable Multi-View Driving Video Generation with Camera Control 2024-09-10 Make-A-Shape: a Ten-Million-scale 3D Shape Model 2024-09-10 EDADepth: Enhanced Data Augmentation for Monocular Depth Estimation 2024-09-10 Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer 2024-09-09 SVS-GAN: Leveraging GANs for Semantic Video Synthesis 2024-09-09 DiffusionPen: Towards Controlling the Style of Handwritten Text Generation 2024-09-09 ARTIST: Improving the Generation of Text-rich Images with Disentangled Diffusion Models 2024-09-09 Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger Guidance 2024-09-09 CoDiCast: Conditional Diffusion Model for Weather Prediction with Uncertainty Quantification 2024-09-09 Guide-and-Rescale: Self-Guidance Mechanism for Effective Tuning-Free Real Image Editing 2024-09-09 Accep...Accepted to ECCV 2024. The project page is available at https://fusionbrainlab.github.io/Guide-and-Rescale Improving Antibody Design with Force-Guided Sampling in Diffusion Models 2024-09-09 Vision Language Model Title Date Comment Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection 2024-09-10 Accep...Accepted by MM'24 (Oral) Space3D-Bench: Spatial 3D Question Answering Benchmark 2024-09-10 Human-Free Automated Prompting for Vision-Language Anomaly Detection: Prompt Optimization with Meta-guiding Prompt Scheme 2024-09-10 MAGDA: Multi-agent guideline-driven diagnostic assistance 2024-09-10 INTRA: Interaction Relationship-aware Weakly Supervised Affordance Grounding 2024-09-10 When Geoscience Meets Foundation Models: Towards General Geoscience Artificial Intelligence System 2024-09-10 the m...the manuscript is under review Revisiting Prompt Pretraining of Vision-Language Models 2024-09-10 PEERNet: An End-to-End Profiling Tool for Real-Time Networked Robotic Systems 2024-09-09 Accep...Accepted at IROS 2024 A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-Time Adaptation for Vision-Language Models 2024-09-09 Accep...Accepted at ECCV 2024 OOD-CV Workshop DexDiff: Towards Extrinsic Dexterity Manipulation of Ungraspable Objects in Unrestricted Environments 2024-09-09 From Words to Poses: Enhancing Novel Object Pose Estimation with Vision Language Models 2024-09-09 Jailbreaking Text-to-Image Models with LLM-Based Agents 2024-09-09 A Survey of Multimodal Composite Editing and Retrieval 2024-09-09 22 pa...22 pages, 3 figures, and 11 tables Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling 2024-09-09 NeIn: Telling What You Don't Want 2024-09-09 PIP: Detecting Adversarial Examples in Large Vision-Language Models via Attention Patterns of Irrelevant Probe Questions 2024-09-08 Accep...Accepted by ACM Multimedia 2024 BNI track (Oral) Open-vocabulary Temporal Action Localization using VLMs 2024-09-08 8 pag...8 pages, 5 figures, 4 tables. Last updated on September 3rd, 2024 Towards Generative Class Prompt Learning for Fine-grained Visual Recognition 2024-09-07 Accep...Accepted in BMVC 2024 Video Editing for Video Retrieval 2024-09-07 POINTS: Improving Your Vision-language Model with Affordable Strategies 2024-09-07 Photoacoustic Image Title Date Comment A study on the adequacy of common IQA measures for medical images 2024-08-20 SlingBAG: Sliding ball adaptive growth algorithm with differentiable radiation enables super-efficient iterative 3D photoacoustic image reconstruction 2024-07-16 Limited-View Photoacoustic Imaging Reconstruction Via High-quality Self-supervised Neural Representation 2024-07-04 Joint Segmentation and Image Reconstruction with Error Prediction in Photoacoustic Imaging using Deep Learning 2024-07-02 31 pages, 8 figures A study of why we need to reassess full reference image quality assessment with medical images 2024-05-29 GPU-Based Parallel Computing Methods for Medical Photoacoustic Image Reconstruction 2024-04-16 Streamlined Photoacoustic Image Processing with Foundation Models: A Training-Free Solution 2024-04-11 Distribution-informed and wavelength-flexible data-driven photoacoustic oximetry 2024-03-21 37 pages, 7 figures Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imaging 2024-03-05 Speeding up Photoacoustic Imaging using Diffusion Models 2023-12-14 10 pages, 7 figures Breaking the Resolution limit in Photoacoustic Imaging using Positivity and Sparsity 2023-10-21 Score-based Generative Models for Photoacoustic Image Reconstruction with Rotation Consistency Constraints 2023-06-24 Arc-to-line frame registration method for ultrasound and photoacoustic image-guided intraoperative robot-assisted laparoscopic prostatectomy 2023-06-21 12 pages, 9 figures Moving beyond simulation: data-driven quantitative photoacoustic imaging using tissue-mimicking phantoms 2023-06-11 20 pages, 14 figures Photoacoustic image synthesis with generative adversarial networks 2022-10-25 10 pa...10 pages, 6 figures, 2 tables, update with paper published at Photoacoustics Memory Efficient Invertible Neural Networks for 3D Photoacoustic Imaging 2022-04-24 Submi...Submitted to PRML - Medical Imaging with Deep Learning Conference 2022 Semantic segmentation of multispectral photoacoustic images using deep learning 2022-04-16 8 pag...8 pages, 7 figures, 3 tables Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging 2022-01-27 accep...accepted by BVM conference proceedings 2022 Deep Learning Adapted Acceleration for Limited-view Photoacoustic Computed Tomography 2021-11-08 submi...submitted the journal version Fourier Neural Operator Networks: A Fast and General Solver for the Photoacoustic Wave Equation 2021-08-20 Prompt Optimization Title Date Comment Human-Free Automated Prompting for Vision-Language Anomaly Detection: Prompt Optimization with Meta-guiding Prompt Scheme 2024-09-10 Automating Robot Failure Recovery Using Vision-Language Models With Optimized Prompts 2024-09-06 Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation 2024-09-05 Think Twice Before Recognizing: Large Multimodal Models for General Fine-grained Traffic Sign Recognition 2024-09-03 DiverseDialogue: A Methodology for Designing Chatbots with Human-Like Diversity 2024-08-30 Probing the Safety Response Boundary of Large Language Models via Unsafe Decoding Path Generation 2024-08-26 Can Large Language Models Automatically Jailbreak GPT-4V? 2024-08-23 Trust...TrustNLP@NAACL2024 (Fourth Workshop on Trustworthy Natural Language Processing) DAAD: Dynamic Analysis and Adaptive Discriminator for Fake News Detection 2024-08-20 Putting People in LLMs' Shoes: Generating Better Answers via Question Rewriter 2024-08-20 7 pag...7 pages, 4 figures, 5 tables QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning 2024-08-20 Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting 2024-08-18 13 pa...13 pages, 8 figures, conference FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema 2024-08-14 Large Language Models Prompting With Episodic Memory 2024-08-14 RecPrompt: A Prompt Tuning Framework for News Recommendation Using Large Language Models 2024-08-09 8 pag...8 pages, 3 figures, and 8 tables FUSE-ing Language Models: Zero-Shot Adapter Discovery for Prompt Optimization Across Tokenizers 2024-08-09 Publi...Published as a Conference Paper at COLM 2024; 10 Pages; https://github.com/jnwilliams/FUSE_prompt_inversion.git Large Language Models for Base Station Siting: Intelligent Deployment based on Prompt or Agent 2024-08-07 Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation 2024-07-31 Accepted by ACL 2024 Conditioned Prompt-Optimization for Continual Deepfake Detection 2024-07-31 Accep...Accepted at ICPR 2024 Small Molecule Optimization with Large Language Models 2024-07-26 Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction 2024-07-23 in submission