Papers
Sun 31 Jul 2022
67 papers
- Robot Policy Learning from Demonstration Using Advantage Weighting and Early TerminationOffline RL and imitation learning from data → Offline RL algorithms
- Augmenting Vision Language Pretraining by Learning Codebook with Visual SemanticsMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
- One for All: One-stage Referring Expression Comprehension with Dynamic ReasoningLLM reasoning → Multimodal reasoning
- Chinese grammatical error correction based on knowledge distillationKnowledge distillation → Knowledge distillation for LLMs
- Interpreting and predicting the economy flows: A time-varying parameter global vector autoregressive integrated the machine learning model
- AI in Telemedicine: An Appraisal on Deep Learning-Based Approaches to Virtual Diagnostic Solutions (VDS)
- Sampling, Communication, and Prediction Co-Design for Synchronizing the Real-World Device and Digital Model in Metaverse
- Cross-Modal Alignment Learning of Vision-Language Conceptual Systems
- Analysis of Semi-Supervised Methods for Facial Expression Recognition
- DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal
- Is current research on adversarial robustness addressing the right problem?
- Learning to generate Reliable Broadcast Algorithms
- CloudAttention: Efficient Multi-Scale Attention Scheme For 3D Point Cloud Learning
- Online Decentralized Frank-Wolfe: From theoretical bound to applications in smart-building
- Assessing The Performance of YOLOv5 Algorithm for Detecting Volunteer Cotton Plants in Corn Fields at Three Different Growth Stages
- Deep Active Learning with Budget Annotation
- Formal guarantees for heuristic optimization algorithms used in machine learning
- DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning
- Scrutinizing Shipment Records To Thwart Illegal Timber Trade
- One Object at a Time: Accurate and Robust Structure From Motion for Robots
- Repairing EL Ontologies Using Weakening and Completing
- Adaptive Edge Offloading for Image Classification Under Rate Limit
- Building an Efficiency Pipeline: Commutativity and Cumulativeness of Efficiency Operators for Transformers
- The impact of Twitter on political influence on the choice of a running mate: Social Network Analysis and Semantic Analysis -- A Review
- Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging
- COCOA: Cross Modality Contrastive Learning for Sensor Data
- Vector-Based Data Improves Left-Right Eye-Tracking Classifier Performance After a Covariate Distributional Shift
- Mismatching-Aware Unsupervised Translation Quality Estimation For Low-Resource Languages
- Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks
- INSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical Examples
- One-Shot Medical Landmark Localization by Edge-Guided Transform and Noisy Landmark Refinement
- Parameter-Parallel Distributed Variational Quantum Algorithm
- SdAE: Self-distillated Masked Autoencoder
- Out-of-Distribution Detection with Semantic Mismatch under Masking
- BYOLMed3D: Self-Supervised Representation Learning of Medical Videos using Gradient Accumulation Assisted 3D BYOL Framework
- Design What You Desire: Icon Generation from Orthogonal Application and Theme Labels
- Toward Understanding WordArt: Corner-Guided Transformer for Scene Text Recognition
- The Who in Code-Switching: A Case Study for Predicting Egyptian Arabic-English Code-Switching Levels based on Character Profiles
- Robust Real-World Image Super-Resolution against Adversarial Attacks
- Unitary Approximate Message Passing for Matrix Factorization
- DA2 Dataset: Toward Dexterity-Aware Dual-Arm Grasping
- Eco2AI: carbon emissions tracking of machine learning models as the first step towards sustainable AI
- Intelligent decision-making method of TBM operating parameters based on multiple constraints and objective optimization
- Speckle2Speckle: Unsupervised Learning of Ultrasound Speckle Filtering Without Clean Data
- FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation
- Neural Knowledge Bank for Pretrained Transformers
- STrajNet: Multi-modal Hierarchical Transformer for Occupancy Flow Field Prediction in Autonomous Driving
- PVBM: A Python Vasculature Biomarker Toolbox Based On Retinal Blood Vessel Segmentation
- An Experimental Study on Learning Correlated Equilibrium in Routing Games
- Robotic Dough Shaping
- Evaluating Table Structure Recognition: A New Perspective
- DRL-M4MR: An Intelligent Multicast Routing Approach Based on DQN Deep Reinforcement Learning in SDN
- Less is More: Consistent Video Depth Estimation with Masked Frames Modeling
- Using Chatbots to Teach Languages
- Neuro-Symbolic Learning: Principles and Applications in Ophthalmology
- Exploring Attention-Aware Network Resource Allocation for Customized Metaverse Services
- Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction
- Neural Correlates of Face Familiarity Perception
- What Do Deep Neural Networks Find in Disordered Structures of Glasses?
- Improving Distantly Supervised Relation Extraction by Natural Language Inference
- Towards Intercultural Affect Recognition: Audio-Visual Affect Recognition in the Wild Across Six Cultures
- Symmetry Regularization and Saturating Nonlinearity for Robust Quantization
- Rule Extraction in Machine Learning: Chat Incremental Pattern Constructor
- CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks
- Convex duality for stochastic shortest path problems in known and unknown environments
- PASTA: A Dataset for Modeling Participant States in Narratives
- enpheeph: A Fault Injection Framework for Spiking and Compressed Deep Neural Networks