Papers
Tue 12 Apr 2022
169 papers
- Optimal Membership Inference Bounds for Adaptive Composition of Sampled Gaussian MechanismsLLM safety and security → Membership inference attacks
- AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal ReasoningLLM reasoning → Multimodal reasoning
- Machine Learning Security against Data Poisoning: Are We There Yet?LLM safety and security → Backdoor and data poisoning attacks
- Localization Distillation for Object DetectionKnowledge distillation → Detection and dense prediction distillation
- Learning Performance Graphs from Demonstrations via Task-Based EvaluationsOffline RL and imitation learning from data → Robot learning from demonstration
- Training a Helpful and Harmless Assistant with Reinforcement Learning from Human FeedbackLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
- Learning Stable Dynamical Systems for Visual ServoingOffline RL and imitation learning from data → Robot manipulation imitation learning
- What do Toothbrushes do in the Kitchen? How Transformers Think our World is StructuredLLM reasoning → Reasoning benchmarks and evaluation
- NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning TasksLLM reasoning → Mathematical reasoning
- Continual Predictive Learning from VideosWorld models → Latent dynamics models and model-based RL
- When Should We Prefer Offline Reinforcement Learning Over Behavioral Cloning?Offline RL and imitation learning from data → Offline RL algorithms
- DistPro: Searching A Fast Knowledge Distillation Process via Meta OptimizationKnowledge distillation → General knowledge distillation methods
- A Comparative Study of Faithfulness Metrics for Model Interpretability MethodsLLM reasoning → Prompting and chain-of-thought reasoning
- End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agentEnd-to-end autonomous driving → End-to-end system architecture
- Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference FeedbackLLM alignment / RLHF / preference optimisation → Human values and AI feedback alignment
- AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning
- Automated Learning of Interpretable Models with Quantified Uncertainty
- Toward Robust Spiking Neural Network Against Adversarial Perturbation
- Data Justice in Practice: A Guide for Developers
- GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition
- Comparative analysis of machine learning and numerical modeling for combined heat transfer in Polymethylmethacrylate
- Harnessing Interpretable Machine Learning for Holistic Inverse Design of Origami
- Epileptic Seizure Risk Assessment by Multi-Channel Imaging of the EEG
- Sentiment Analysis of Political Tweets for Israel using Machine Learning
- AdaTest:Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection
- DT2CAM: A Decision Tree to Content Addressable Memory Framework
- Prediction of motor insurance claims occurrence as an imbalanced machine learning problem
- SRMD: Sparse Random Mode Decomposition
- Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity
- ASQA: Factoid Questions Meet Long-Form Answers
- Finding Trolls Under Bridges: Preliminary Work on a Motif Detector
- Hybrid Feature- and Similarity-Based Models for Joint Prediction and Interpretation
- Massive MIMO Beam Management in Sub-6 GHz 5G NR
- Local and global topological complexity measures OF ReLU neural network functions
- A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms
- A Review on Language Models as Knowledge Bases
- L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models
- CUNI-KIT System for Simultaneous Speech Translation Task at IWSLT 2022
- InCoder: A Generative Model for Code Infilling and Synthesis
- Malceiver: Perceiver with Hierarchical and Multi-modal Features for Android Malware Detection
- ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension
- Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem
- Video Captioning: a comparative review of where we are and which could be the route
- S-DABT: Schedule and Dependency-Aware Bug Triage in Open-Source Bug Tracking Systems
- Automated Surface Texture Analysis via Discrete Cosine Transform and Discrete Wavelet Transform
- Machine learning predictions for local electronic properties of disordered correlated electron systems
- Quantified Reproducibility Assessment of NLP Results
- Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation
- RL-CoSeg : A Novel Image Co-Segmentation Algorithm with Deep Reinforcement Learning
- Maximum Entropy Baseline for Integrated Gradients
- Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization
- Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search
- Mining Logical Event Schemas From Pre-Trained Language Models
- Sparse Interaction Neighborhood Selection for Markov Random Fields via Reversible Jump and Pseudoposteriors
- Dynamic Dialogue Policy for Continual Reinforcement Learning
- An Algebraically Converging Stochastic Gradient Descent Algorithm for Global Optimization
- Internet of Things Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain: A Review
- Spatiotemporal Estimation of TROPOMI NO2 Column with Depthwise Partial Convolutional Neural Network
- Few-shot Forgery Detection via Guided Adversarial Interpolation
- Label Distribution Learning for Generalizable Multi-source Person Re-identification
- VisCUIT: Visual Auditor for Bias in CNN Image Classifier
- XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking
- Forgetting and Imbalance in Robot Lifelong Learning with Off-policy Data
- NARX Identification using Derivative-Based Regularized Neural Networks
- A DNN Framework for Learning Lagrangian Drift With Uncertainty
- A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations
- Exploring Event Camera-based Odometry for Planetary Robots
- Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies
- Semantic keypoint-based pose estimation from single RGB frames
- Bootstrap Motion Forecasting With Self-Consistent Constraints
- Distributed learning optimisation of Cox models can leak patient data: Risks and solutions
- Probabilistic Compositional Embeddings for Multimodal Image Retrieval
- Generative Negative Replay for Continual Learning
- The MIT Supercloud Workload Classification Challenge
- Benchmarking Active Learning Strategies for Materials Optimization and Discovery
- The Project Dialogism Novel Corpus: A Dataset for Quotation Attribution in Literary Texts
- What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?
- Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification
- MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages
- Learning to Express in Knowledge-Grounded Conversation
- EVOPS Benchmark: Evaluation of Plane Segmentation from RGBD and LiDAR Data
- Multi-View Hypercomplex Learning for Breast Cancer Screening
- A deep learning method for solving stochastic optimal control problems driven by fully-coupled FBSDEs
- Surrogate Ensemble Forecasting for Dynamic Climate Impact Models
- Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with impured training data
- GORDA: Graph-based ORientation Distribution Analysis of SLI scatterometry Patterns of Nerve Fibres
- Membership-Mappings for Practical Secure Distributed Deep Learning
- Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks
- Enhancement of Pitch Controllability using Timbre-Preserving Pitch Augmentation in FastPitch
- A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes
- Decomposed Meta-Learning for Few-Shot Named Entity Recognition
- LifeLonger: A Benchmark for Continual Disease Classification
- GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose Estimation
- PyDTS: A Python Package for Discrete-Time Survival Analysis with Competing Risks and Optional Penalization
- Hierarchical Quality-Diversity for Online Damage Recovery
- Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change
- Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model
- Unsupervised Anomaly and Change Detection with Multivariate Gaussianization
- Medusa: Universal Feature Learning via Attentional Multitasking
- Self-Supervised Losses for One-Class Textual Anomaly Detection
All 169
- Super-Resolution for Selfie Biometrics: Introduction and Application to Face and Iris
- 3DeformRS: Certifying Spatial Deformations on Point Clouds
- A Robust Learning Rule for Soft-Bounded Memristive Synapses Competitive with Supervised Learning in Standard Spiking Neural Networks
- A Generative Approach for Financial Causality Extraction
- An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning
- Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Hierarchical Feature Spaces
- Local Random Feature Approximations of the Gaussian Kernel
- Three-Stream Joint Network for Zero-Shot Sketch-Based Image Retrieval
- How to Register a Live onto a Liver ? Partial Matching in the Space of Varifolds
- Robust online joint state/input/parameter estimation of linear systems
- Creativity in translation: machine translation as a constraint for literary texts
- Inference of hyperedges and overlapping communities in hypergraphs
- Idiomify -- Building a Collocation-supplemented Reverse Dictionary of English Idioms with Word2Vec for non-native learners
- Malware Analysis with Symbolic Execution and Graph Kernel
- Proximal Policy Optimization Learning based Control of Congested Freeway Traffic
- X-DETR: A Versatile Architecture for Instance-wise Vision-Language Tasks
- ASR in German: A Detailed Error Analysis
- Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting
- Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applications
- Towards Open-Set Object Detection and Discovery
- HyperDet3D: Learning a Scene-conditioned 3D Object Detector
- On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation
- Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review
- SwinNet: Swin Transformer drives edge-aware RGB-D and RGB-T salient object detection
- Enriching Artificial Intelligence Explanations with Knowledge Fragments
- Multi-agent Actor-Critic with Time Dynamical Opponent Model
- DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative 3D Object Detection
- Assessment of convolutional recurrent autoencoder network for learning wave propagation
- Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation
- Compact Model Training by Low-Rank Projection with Energy Transfer
- FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning
- Solving Price Per Unit Problem Around the World: Formulating Fact Extraction as Question Answering
- Near-Optimal Distributed Linear-Quadratic Regulator for Networked Systems
- Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation
- A Reinforcement Learning Approach for Electric Vehicle Routing Problem with Vehicle-to-Grid Supply
- Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition
- Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion with Depth Guidance
- Not always about you: Prioritizing community needs when developing endangered language technology
- Content and Style Aware Generation of Text-line Images for Handwriting Recognition
- NightLab: A Dual-level Architecture with Hardness Detection for Segmentation at Night
- Open-set Text Recognition via Character-Context Decoupling
- How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image
- Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones
- Forecasting SQL Query Cost at Twitter
- TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation
- Deep Annotation of Therapeutic Working Alliance in Psychotherapy
- Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition
- CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection
- GERE: Generative Evidence Retrieval for Fact Verification
- Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets
- FSOINet: Feature-Space Optimization-Inspired Network for Image Compressive Sensing
- CoupleFace: Relation Matters for Face Recognition Distillation
- Position-aware Location Regression Network for Temporal Video Grounding
- Scalable privacy-preserving cancer type prediction with homomorphic encryption
- Few-shot Learning with Noisy Labels
- Continuous-Time User Preference Modelling for Temporal Sets Prediction
- Overlapping Word Removal is All You Need: Revisiting Data Imbalance in Hope Speech Detection
- Neural Graph Matching for Modification Similarity Applied to Electronic Document Comparison
- Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset
- HiTPR: Hierarchical Transformer for Place Recognition in Point Cloud
- Deep Normed Embeddings for Patient Representation
- Accurate Discharge Coefficient Prediction of Streamlined Weirs by Coupling Linear Regression and Deep Convolutional Gated Recurrent Unit
- Breaking Fair Binary Classification with Optimal Flipping Attacks
- Independent Natural Policy Gradient Methods for Potential Games: Finite-time Global Convergence with Entropy Regularization
- Out-Of-Distribution Detection In Unsupervised Continual Learning
- CorrectSpeech: A Fully Automated System for Speech Correction and Accent Reduction
- Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification
- Are Multimodal Transformers Robust to Missing Modality?
- Glass Segmentation with RGB-Thermal Image Pairs