Papers
Sun 14 Aug 2022
51 papers
- Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning AttacksLLM safety and security → Backdoor and data poisoning attacks
- Reduced Implication-bias Logic Loss for Neuro-Symbolic LearningLLM reasoning → Reasoning benchmarks and evaluation
- Widely Used and Fast De Novo Drug Design by a Protein Sequence-Based Reinforcement Learning Model
- Self-Organizing Map Neural Network Algorithm for the Determination of Fracture Location in Solid-State Process joined Dissimilar Alloys
- Text Difficulty Study: Do machines behave the same as humans regarding text difficulty?
- Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning
- GNPassGAN: Improved Generative Adversarial Networks For Trawling Offline Password Guessing
- Novel Ordering-based Approaches for Causal Structure Learning in the Presence of Unobserved Variables
- Visual Localization via Few-Shot Scene Region Classification
- A Theory for Knowledge Transfer in Continual Learning
- Gradient Mask: Lateral Inhibition Mechanism Improves Performance in Artificial Neural Networks
- MTCSNN: Multi-task Clinical Siamese Neural Network for Diabetic Retinopathy Severity Prediction
- Model Generalization: A Sharpness Aware Optimization Perspective
- Limits of an AI program for solving college math problems
- The SVD of Convolutional Weights: A CNN Interpretability Framework
- AVisT: A Benchmark for Visual Object Tracking in Adverse Visibility
- Global Priors Guided Modulation Network for Joint Super-Resolution and Inverse Tone-Mapping
- Confidence-Guided Learning Process for Continuous Classification of Time Series
- CoShNet: A Hybrid Complex Valued Neural Network using Shearlets
- SketchSampler: Sketch-based 3D Reconstruction via View-dependent Depth Sampling
- Who Finds the Short Proof? An Exploration of Variants of Boolos' Curious Inference using Higher-order Automated Theorem Provers
- Models of Music Cognition and Composition
- Fast Vocabulary Projection Method via Clustering for Multilingual Machine Translation on GPU
- Frouros: A Python library for drift detection in machine learning systems
- HyP2 Loss: Beyond Hypersphere Metric Space for Multi-label Image Retrieval
- Virgo: Scalable Unsupervised Classification of Cosmological Shock Waves
- Underwater Ranker: Learn Which Is Better and How to Be Better
- Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification
- Analogical proportions in monounary algebras
- Multinomial Logistic Regression Algorithms via Quadratic Gradient
- BDSL 49: A Comprehensive Dataset of Bangla Sign Language
- Teacher Guided Training: An Efficient Framework for Knowledge Transfer
- Simply Logical -- Intelligent Reasoning by Example (Fully Interactive Online Edition)
- Fast Learning Radiance Fields by Shooting Much Fewer Rays
- Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation
- HighlightNet: Highlighting Low-Light Potential Features for Real-Time UAV Tracking
- Remote Photoplethysmography from Low Resolution videos: An end-to-end solution using Efficient ConvNets
- Contrastive Learning for Joint Normal Estimation and Point Cloud Filtering
- Multi-Attribute Open Set Recognition
- Semi-Supervised Video Inpainting with Cycle Consistency Constraints
- Light Weight Character and Shape Recognition for Autonomous Drones
- Real-time Caller Intent Detection In Human-Human Customer Support Spoken Conversations
- DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction
- HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields
- β-Divergence-Based Latent Factorization of Tensors model for QoS prediction
- Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection
- TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency
- Flow-Guided Transformer for Video Inpainting
- MAFNet: A Multi-Attention Fusion Network for RGB-T Crowd Counting
- Predicting skull fractures via CNN with classification algorithms
- Sharp Frequency Bounds for Sample-Based Queries