Papers
Sun 13 Mar 2022
70 papers
- DARA: Dynamics-Aware Reward Augmentation in Offline Reinforcement LearningOffline RL and imitation learning from data → Offline RL algorithms
- One Parameter Defense -- Defending against Data Inference Attacks via Differential PrivacyLLM safety and security → Membership inference attacks
- SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationMixture-of-experts → MoE large language models
- Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment
- One-Bit Compressive Sensing: Can We Go Deep and Blind?
- A Comparison of Static, Dynamic, and Hybrid Analysis for Malware Detection
- Neural Solvers for Fast and Accurate Numerical Optimal Control
- Recursive 3D Segmentation of Shoulder Joint with Coarse-scanned MR Image
- Automated fault tree learning from continuous-valued sensor data: a case study on domestic heaters
- SATr: Slice Attention with Transformer for Universal Lesion Detection
- Euclidean Invariant Recognition of 2D Shapes Using Histograms of Magnitudes of Local Fourier-Mellin Descriptors
- Similarity Equivariant Linear Transformation of Joint Orientation-Scale Space Representations
- Adaptive Model Predictive Control by Learning Classifiers
- Pruned Graph Neural Network for Short Story Ordering
- Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse
- TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution with Applications to Imaging Through Turbulence
- CMKD: CNN/Transformer-Based Cross-Model Knowledge Distillation for Audio Classification
- Decontextualized I3D ConvNet for ultra-distance runners performance analysis at a glance
- Feature space reduction as data preprocessing for the anomaly detection
- ProtagonistTagger -- a Tool for Entity Linkage of Persons in Texts from Various Languages and Domains
- Private Non-Convex Federated Learning Without a Trusted Server
- SciNLI: A Corpus for Natural Language Inference on Scientific Text
- Food Recipe Recommendation Based on Ingredients Detection Using Deep Learning
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs
- A Survey on Deep Graph Generation: Methods and Applications
- Efficient Long-Range Attention Network for Image Super-resolution
- Training Protocol Matters: Towards Accurate Scene Text Recognition via Training Protocol Searching
- Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
- Algebraic Learning: Towards Interpretable Information Modeling
- PNM: Pixel Null Model for General Image Segmentation
- Set-valued prediction in hierarchical classification with constrained representation complexity
- FlexBlock: A Flexible DNN Training Accelerator with Multi-Mode Block Floating Point Support
- Summarizing a virtual robot's past actions in natural language
- Towards Personalized Intelligence at Scale
- Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video
- Global2Local: A Joint-Hierarchical Attention for Video Captioning
- Continual Prompt Tuning for Dialog State Tracking
- The Yield Curve as a Recession Leading Indicator. An Application for Gradient Boosting and Random Forest
- Exploring Customer Price Preference and Product Profit Role in Recommender Systems
- Measuring anomalies in cigarette sales by using official data from Spanish provinces: Are there only the anomalies detected by the Empty Pack Surveys (EPS) used by Transnational Tobacco Companies (TTCs)?
- Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound
- Scaling the Wild: Decentralizing Hogwild!-style Shared-memory SGD
- A ROS Architecture for Personalised HRI with a Bartender Social Robot
- Multi-Bracket High Dynamic Range Imaging with Event Cameras
- ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles
- LAS-AT: Adversarial Training with Learnable Attack Strategy
- A Single Correspondence Is Enough: Robust Global Registration to Avoid Degeneracy in Urban Environments
- Context-LSTM: a robust classifier for video detection on UCF101
- A Systematic Study and Analysis of Bengali Folklore with Natural Language Processing Systems
- Deep Learning for 1-Bit Compressed Sensing-based Superimposed CSI Feedback
- Depth-Aware Generative Adversarial Network for Talking Head Video Generation
- Masked Autoencoders for Point Cloud Self-supervised Learning
- Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns
- ORDSIM: Ordinal Regression for E-Commerce Query Similarity Prediction
- AugShuffleNet: Communicate More, Compute Less
- Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model
- CVFNet: Real-time 3D Object Detection by Learning Cross View Features
- Investigating the Impact of COVID-19 on Education by Social Network Mining
- Bi-Sampling Approach to Classify Music Mood leveraging Raga-Rasa Association in Indian Classical Music
- Symbolic Learning to Optimize: Towards Interpretability and Scalability
- Worst Case Matters for Few-Shot Recognition
- Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It
- Query-Efficient Black-box Adversarial Attacks Guided by a Transfer-based Prior
- AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation
- Label-only Model Inversion Attack: The Attack that Requires the Least Information
- Contrastive Learning for Automotive mmWave Radar Detection Points Based Instance Segmentation
- CEKD:Cross Ensemble Knowledge Distillation for Augmented Fine-grained Data
- Reinforced Imitative Graph Learning for Mobile User Profiling
- Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network
- Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning