Papers
Fri 6 Jan 2023
84 papers
- AdaEnsemble: Learning Adaptively Sparse Structured Ensemble Network for Click-Through Rate PredictionMixture-of-experts → MoE for recommender systems
- Diffused Heads: Diffusion Models Beat GANs on Talking-Face GenerationDiffusion models → Audio, speech and music
- Stealthy Backdoor Attack for Code ModelsLLM safety and security → Backdoor and data poisoning attacks
- You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and PersonaLLM agents and tool use → Social simulation and multi-agent debate
- ACE, a generic constraint solver
- Fitness Dependent Optimizer with Neural Networks for COVID-19 patients
- The Fifteen Puzzle- A New Approach through Hybridizing Three Heuristics Methods
- Discovering Transition Pathways Towards Coviability with Machine Learning
- Fiduciary Responsibility: Facilitating Public Trust in Automated Decision Making
- Improving Human-AI Collaboration With Descriptions of AI Behavior
- Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems
- In Defense of Structural Symbolic Representation for Video Event-Relation Prediction
- Difference of Anisotropic and Isotropic TV for Segmentation under Blur and Poisson Noise
- Principal Component Analysis in Space Forms
- Generative Antibody Design for Complementary Chain Pairing Sequences through Encoder-Decoder Language Model
- Sample-efficient Surrogate Model for Frequency Response of Linear PDEs using Self-Attentive Complex Polynomials
- LS-DYNA Machine Learning-based Multiscale Method for Nonlinear Modeling of Short Fiber-Reinforced Composites
- Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition
- Designing an Improved Deep Learning-based Model for COVID-19 Recognition in Chest X-ray Images: A Knowledge Distillation Approach
- Multimodal Lyrics-Rhythm Matching
- Attention-LSTM for Multivariate Traffic State Prediction on Rural Roads
- A Characterization of Multioutput Learnability
- Augmenting Ego-Vehicle for Traffic Near-Miss and Accident Classification Dataset using Manipulating Conditional Style Translation
- Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations
- Few-shot Node Classification with Extremely Weak Supervision
- RUPNet: Residual upsampling network for real-time polyp segmentation
- 3DAvatarGAN: Bridging Domains for Personalized Editable Avatars
- Witscript 3: A Hybrid AI System for Improvising Jokes in a Conversation
- Design of Arabic Sign Language Recognition Model
- Isotonic Recalibration under a Low Signal-to-Noise Ratio
- Systems for Parallel and Distributed Large-Model Deep Learning Training
- Grokking modular arithmetic
- Discovery of structure-property relations for molecules via hypothesis-driven active learning over the chemical space
- TarViS: A Unified Approach for Target-based Video Segmentation
- Does compressing activations help model parallel training?
- A Robust Data-driven Process Modeling Applied to Time-series Stochastic Power Flow
- Hierarchical Point Attention for Indoor 3D Object Detection
- Triple-stream Deep Metric Learning of Great Ape Behavioural Actions
- Feedback-Gated Rectified Linear Units
- An interpretable machine learning system for colorectal cancer diagnosis from pathology slides
- A Data-Driven Gaussian Process Filter for Electrocardiogram Denoising
- SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training
- Multi-Agent Reinforcement Learning for Fast-Timescale Demand Response of Residential Loads
- Causal Categorization of Mental Health Posts using Transformers
- Multi-Vehicle Trajectory Prediction at Intersections using State and Intention Information
- "No, to the Right" -- Online Language Corrections for Robotic Manipulation via Shared Autonomy
- Tackling Data Bias in Painting Classification with Style Transfer
- SAIDS: A Novel Approach for Sentiment Analysis Informed of Dialect and Sarcasm
- GNN-based Passenger Request Prediction
- End-to-End 3D Dense Captioning with Vote2Cap-DETR
- Evaluating counterfactual explanations using Pearl's counterfactual method
- Adaptive Pattern Extraction Multi-Task Learning for Multi-Step Conversion Estimations
- TWR-MCAE: A Data Augmentation Method for Through-the-Wall Radar Human Motion Recognition
- Graph-Collaborated Auto-Encoder Hashing for Multi-view Binary Clustering
- Deep Learning For Classification Of Chest X-Ray Images (Covid 19)
- Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning
- Measuring a Priori Voting Power -- Taking Delegations Seriously
- OPD@NL4Opt: An ensemble approach for the NER task of the optimization problem
- Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks
- IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence Modeling
- An Image captioning algorithm based on the Hybrid Deep Learning Technique (CNN+GRU)
- Valid P-Value for Deep Learning-Driven Salient Region
- Myths and Legends in High-Performance Computing
- Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction
- Reversibility of elliptical slice sampling revisited
- Conformal Loss-Controlling Prediction
- Learning Personalized Brain Functional Connectivity of MDD Patients from Multiple Sites via Federated Bayesian Networks
- Exploring Efficient Few-shot Adaptation for Vision Transformers
- CyberLoc: Towards Accurate Long-term Visual Localization
- Graph Convolution Based Cross-Network Multi-Scale Feature Fusion for Deep Vessel Segmentation
- Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset
- Provable Reset-free Reinforcement Learning by No-Regret Reduction
- Generating corneal panoramic images from contact specular microscope images
- Multi-Genre Music Transformer -- Composing Full Length Musical Piece
- Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival Prediction
- ReVoLT: Relational Reasoning and Voronoi Local Graph Planning for Target-driven Navigation
- CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior
- Deep learning for full-field ultrasonic characterization
- Centralized Cooperative Exploration Policy for Continuous Control Tasks
- Anchor3DLane: Learning to Regress 3D Anchors for Monocular 3D Lane Detection
- Object as Query: Lifting any 2D Object Detector to 3D Detection
- Text2Poster: Laying out Stylized Texts on Retrieved Images
- TrojanPuzzle: Covertly Poisoning Code-Suggestion Models
- A survey on Organoid Image Analysis Platforms