Papers
Sun 26 Feb 2023
73 papers
- Spatial-temporal Transformer-guided Diffusion based Data Augmentation for Efficient Skeleton-based Action RecognitionDiffusion models → Video generation
- Diffusion Model-Augmented Behavioral CloningDiffusion models → Diffusion and flow policies for robotics +1
- CLICKER: Attention-Based Cross-Lingual Commonsense Knowledge TransferLLM reasoning → Reasoning benchmarks and evaluation
- Towards Human-Bot Collaborative Software Architecting with ChatGPT
- Navigating the Grey Area: How Expressions of Uncertainty and Overconfidence Affect Language Models
- P4L: Privacy Preserving Peer-to-Peer Learning for Infrastructureless Setups
- Scalable Weight Reparametrization for Efficient Transfer Learning
- A Survey on Uncertainty Quantification Methods for Deep Learning
- Sim-and-Real Reinforcement Learning for Manipulation: A Consensus-based Approach
- Training neural networks with structured noise improves classification and generalization
- The Lindstrom's Characterizability of Abstract Logic Systems for Analytic Structures Based on Measures
- User-Centric Evaluation of OCR Systems for Kwak'wala
- Generative Models for 3D Point Clouds
- GNNDelete: A General Strategy for Unlearning in Graph Neural Networks
- Tweets Under the Rubble: Detection of Messages Calling for Help in Earthquake Disaster
- From Audio to Symbolic Encoding
- Path Integral Based Convolution and Pooling for Heterogeneous Graph Neural Networks
- Efficient physics-informed neural networks using hash encoding
- Autoencoders as Pattern Filters
- NSANet: Noise Seeking Attention Network
- MDF-Net for abnormality detection by fusing X-rays with clinical data
- NBA2Vec: Dense feature representations of NBA players
- Comparing Sentence-Level Suggestions to Message-Level Suggestions in AI-Mediated Communication
- Closed-loop Error Correction Learning Accelerates Experimental Discovery of Thermoelectric Materials
- Puppeteer and Marionette: Learning Anticipatory Quadrupedal Locomotion Based on Interactions of a Central Pattern Generator and Supraspinal Drive
- Efficient Ensemble for Multimodal Punctuation Restoration using Time-Delay Neural Network
- Perceiving Unseen 3D Objects by Poking the Objects
- Localizing Moments in Long Video Via Multimodal Guidance
- Multi-objective Generative Design of Three-Dimensional Composite Materials
- Guiding the Sequential Experiments in Autonomous Experimentation Platforms through EI-based Bayesian Optimization and Bayesian Model Averaging
- Performance is not enough: the story told by a Rashomon quartet
- Kernel Conditional Moment Constraints for Confounding Robust Inference
- Analysis of Deep Image Quality Models
- Tailoring Language Generation Models under Total Variation Distance
- MCoCo: Multi-level Consistency Collaborative Multi-view Clustering
- Key-Exchange Convolutional Auto-Encoder for Data Augmentation in Early Knee Osteoarthritis Detection
- Knowledge Restore and Transfer for Multi-label Class-Incremental Learning
- Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance
- Multi-Modality in Music: Predicting Emotion in Music from High-Level Audio Features and Lyrics
- Efficient fair PCA for fair representation learning
- TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques
- Data-Efficient Sequence-Based Visual Place Recognition with Highly Compressed JPEG Images
- Understanding Social Media Cross-Modality Discourse in Linguistic Space
- QCQP-Tunneling: Ellipsoidal Constrained Agent Navigation
- Pillar R-CNN for Point Cloud 3D Object Detection
- PDIWS: Thermal Imaging Dataset for Person Detection in Intrusion Warning Systems
- Improving Representational Continuity via Continued Pretraining
- Learning Pairwise Interaction for Generalizable DeepFake Detection
- Benchmarking of Cancelable Biometrics for Deep Templates
- Makeup Extraction of 3D Representation via Illumination-Aware Image Decomposition
- Learning cross space mapping via DNN using large scale click-through logs
- Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear Dynamics
- Exploring Opinion-unaware Video Quality Assessment with Semantic Affinity Criterion
- Revolutionizing Genomics with Reinforcement Learning Techniques
- PaRK-Detect: Towards Efficient Multi-Task Satellite Imagery Road Extraction via Patch-Wise Keypoints Detection
- Modulated Neural ODEs
- Can we avoid Double Descent in Deep Neural Networks?
- Post Quantum Secure Blockchain-based Federated Learning for Mobile Edge Computing
- Continuous Space-Time Video Super-Resolution Utilizing Long-Range Temporal Information
- Bayesian Networks for Named Entity Prediction in Programming Community Question Answering
- No-Regret Linear Bandits beyond Realizability
- Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment
- Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension
- Q-Cogni: An Integrated Causal Reinforcement Learning Framework
- Artificial Intelligence Impact On The Labour Force -- Searching For The Analytical Skills Of The Future Software Engineers
- Bochner integrals and neural networks
- Towards Tackling MaxSAT by Combining Nested Monte Carlo with Local Search
- Speech Corpora Divergence Based Unsupervised Data Selection for ASR
- Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection
- Fast Attention Requires Bounded Entries
- AutoML for neuromorphic computing and application-driven co-design: asynchronous, massively parallel optimization of spiking architectures
- Stereo X-ray Tomography
- A Finite Sample Complexity Bound for Distributionally Robust Q-learning