Papers
Sun 8 Jan 2023
57 papers
- Facial Misrecognition Systems: Simple Weight Manipulations Force DNNs to Err Only on Specific PersonsLLM safety and security → Backdoor and data poisoning attacks
- Annealed Score-Based Diffusion Model for MR Motion Artifact ReductionDiffusion models → Medical imaging and segmentation
- Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-shot Logical Reasoning over TextLLM reasoning → Prompting and chain-of-thought reasoning
- MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope
- Predictions of photophysical properties of phosphorescent platinum(II) complexes based on ensemble machine learning approach
- Analogical Relevance Index
- Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables
- FGAHOI: Fine-Grained Anchors for Human-Object Interaction Detection
- Learning Support and Trivial Prototypes for Interpretable Image Classification
- Machine Learning Applied to Peruvian Vegetables Imports
- Automatic Generation of German Drama Texts Using Fine Tuned GPT-2 Models
- Unsupervised Learning for Combinatorial Optimization Needs Meta-Learning
- Randomized Block-Coordinate Optimistic Gradient Algorithms for Root-Finding Problems
- RobArch: Designing Robust Architectures against Adversarial Attacks
- Fully Dynamic Online Selection through Online Contention Resolution Schemes
- MEGAnno: Exploratory Labeling for NLP in Computational Notebooks
- A Divide-Align-Conquer Strategy for Program Synthesis
- Prognosis and Treatment Prediction of Type-2 Diabetes Using Deep Neural Network and Machine Learning Classifiers
- Deep Injective Prior for Inverse Scattering
- A Verification Framework for Component-Based Modeling and Simulation Putting the pieces together
- Automatic Diagnosis of Carotid Atherosclerosis Using a Portable Freehand 3D Ultrasound Imaging System
- Stochastic Langevin Monte Carlo for (weakly) log-concave posterior distributions
- Deepfake CAPTCHA: A Method for Preventing Fake Calls
- AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices
- The State of Human-centered NLP Technology for Fact-checking
- AI Maintenance: A Robustness Perspective
- AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network
- Large-scale Global Low-rank Optimization for Computational Compressed Imaging
- STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition
- Seamless Multimodal Biometrics for Continuous Personalised Wellbeing Monitoring
- A Survey on Transformers in Reinforcement Learning
- XDQN: Inherently Interpretable DQN through Mimicking
- Learning the Relation between Similarity Loss and Clustering Loss in Self-Supervised Learning
- Digital Twin: Where do humans fit in?
- Equivalence of Two Expressions of Principal Line
- HRTransNet: HRFormer-Driven Two-Modality Salient Object Detection
- RGB-T Multi-Modal Crowd Counting Based on Transformer
- Topic Modelling of Swedish Newspaper Articles about Coronavirus: a Case Study using Latent Dirichlet Allocation Method
- Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement
- Mitigating Human and Computer Opinion Fraud via Contrastive Learning
- Equivariant and Steerable Neural Networks: A review with special emphasis on the symmetric group
- Energy Disaggregation & Appliance Identification in a Smart Home: Transfer Learning enables Edge Computing
- Semantic rule Web-based Diagnosis and Treatment of Vector-Borne Diseases using SWRL rules
- Analyzing the Representational Geometry of Acoustic Word Embeddings
- Online Centralized Non-parametric Change-point Detection via Graph-based Likelihood-ratio Estimation
- Foldsformer: Learning Sequential Multi-Step Cloth Manipulation With Space-Time Attention
- InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers
- DeepMatcher: A Deep Transformer-based Network for Robust and Accurate Local Feature Matching
- Fair Multi-Exit Framework for Facial Attribute Classification
- Why Batch Normalization Damage Federated Learning on Non-IID Data?
- CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations
- Traditional Readability Formulas Compared for English
- Emotion Recognition from Microblog Managing Emoticon with Text and Classifying using 1D CNN
- Multi-scale multi-modal micro-expression recognition algorithm based on transformer
- SpeeChain: A Speech Toolkit for Large-Scale Machine Speech Chain
- FlexShard: Flexible Sharding for Industry-Scale Sequence Recommendation Models
- Learning Symbolic Representations for Reinforcement Learning of Non-Markovian Behavior