Papers
Sun 9 Jul 2023
78 papers
- Augmenters at SemEval-2023 Task 1: Enhancing CLIP in Handling Compositionality and Ambiguity for Zero-Shot Visual WSD through Prompt Augmentation and Text-To-Image DiffusionDiffusion models → Image generation, text-to-image and editing
- Seismic Data Interpolation via Denoising Diffusion Implicit Models with Coherence-corrected ResamplingDiffusion models → Flow matching, time series and science
- DIFF-NST: Diffusion Interleaving For deFormable Neural Style TransferDiffusion models → Image generation, text-to-image and editing
- CMDFusion: Bidirectional Fusion Network with Cross-modality Knowledge Distillation for LIDAR Semantic SegmentationKnowledge distillation → Detection and dense prediction distillation
- Score-based Conditional Generation with Fewer Labeled Data by Self-calibrating Classifier GuidanceDiffusion models → Diffusion foundations and sampling
- Semi Supervised Meta Learning for Spatiotemporal Learning
- Disentangling Societal Inequality from Model Biases: Gender Inequality in Divorce Court Proceedings
- The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence
- Ensemble learning for blending gridded satellite and gauge-measured precipitation data
- SpreadNUTS -- Moderate Dynamic Extension of Paths for No-U-Turn Sampling & Partitioning Visited Regions
- HA-ViD: A Human Assembly Video Dataset for Comprehensive Assembly Knowledge Understanding
- A Personalized Reinforcement Learning Summarization Service for Learning Structure from Unstructured Data
- A Survey on Figure Classification Techniques in Scientific Documents
- RidgeBase: A Cross-Sensor Multi-Finger Contactless Fingerprint Dataset
- TransPose: A Transformer-based 6D Object Pose Estimation Network with Depth Refinement
- Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System
- From Estimation to Sampling for Bayesian Linear Regression with Spike-and-Slab Prior
- Review of feedback in Automated Essay Scoring
- Graph Neural Networks as an Enabler of Terahertz-based Flow-guided Nanoscale Localization over Highly Erroneous Raw Data
- Emotion Analysis on EEG Signal Using Machine Learning and Neural Network
- MentalHealthAI: Utilizing Personal Health Device Data to Optimize Psychiatry Treatment
- Automated Essay Scoring in Argumentative Writing: DeBERTeachingAssistant
- Assessing the efficacy of large language models in generating accurate teacher responses
- ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey
- Convex Decomposition of Indoor Scenes
- A Novel Pipeline for Improving Optical Character Recognition through Post-processing Using Natural Language Processing
- Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation
- Bayesian tomography using polynomial chaos expansion and deep generative networks
- Real-time Human Detection in Fire Scenarios using Infrared and Thermal Imaging Fusion
- LakeBench: Benchmarks for Data Discovery over Data Lakes
- Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data
- Generalized Action-based Ball Recovery Model using 360^circ data
- Investigating the Edge of Stability Phenomenon in Reinforcement Learning
- On the Challenges of Deploying Privacy-Preserving Synthetic Data in the Enterprise
- Extending the Forward Forward Algorithm
- Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory
- Natural Language Instructions for Intuitive Human Interaction with Robotic Assistants in Field Construction Work
- Self-Adaptive Sampling for Efficient Video Question-Answering on Image--Text Models
- On the sample complexity of parameter estimation in logistic regression with normal design
- Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
- Predictive Coding For Animation-Based Video Compression
- Can Generative Large Language Models Perform ASR Error Correction?
- Dream Content Discovery from Reddit with an Unsupervised Mixed-Method Approach
- Reducing False Alarms in Video Surveillance by Deep Feature Statistical Modeling
- Latent Graph Attention for Enhanced Spatial Context
- A Survey and Approach to Chart Classification
- On The Impact of Machine Learning Randomness on Group Fairness
- A Novel Explainable Artificial Intelligence Model in Image Classification problem
- ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification
- Ultrasonic Image's Annotation Removal: A Self-supervised Noise2Noise Approach
- Reasoning over the Behaviour of Objects in Video-Clips for Adverb-Type Recognition
- Carbon-Efficient Neural Architecture Search
- Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers
- Marine Debris Detection in Satellite Surveillance using Attention Mechanisms
- Towards cross-language prosody transfer for dialog
- Enhancing Low-Light Images Using Infrared-Encoded Images
- A Deep Learning Framework for Solving Hyperbolic Partial Differential Equations: Part I
- FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models?
- Mitosis Detection from Partial Annotation by Dataset Generation via Frame-Order Flipping
- Learning Space-Time Continuous Neural PDEs from Partially Observed States
- Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's Eye View
- Towards Assumption-free Bias Mitigation
- CA-CentripetalNet: A novel anchor-free deep learning framework for hardhat wearing detection
- A generative flow for conditional sampling via optimal transport
- Enhancing Building Semantic Segmentation Accuracy with Super Resolution and Deep Learning: Investigating the Impact of Spatial Resolution on Various Datasets
- Visible and infrared self-supervised fusion trained on a single example
- GNP Attack: Transferable Adversarial Examples via Gradient Norm Penalty
- A User Study on Explainable Online Reinforcement Learning for Adaptive Systems
- Restricted Generative Projection for One-Class Classification and Anomaly Detection
- Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing
- Class-Incremental Mixture of Gaussians for Deep Continual Learning
- Properly Learning Decision Trees with Queries Is NP-Hard
- DebateKG: Automatic Policy Debate Case Creation with Semantic Knowledge Graphs
- SVIT: Scaling up Visual Instruction Tuning
- Towards Fast and Scalable Private Inference
- DEDUCE: Multi-head attention decoupled contrastive learning to discover cancer subtypes based on multi-omics data
- Random Position Adversarial Patch for Vision Transformers
- Large-scale global optimization of ultra-high dimensional non-convex landscapes based on generative neural networks