Papers
Wed 4 May 2022
155 papers
- Knowledge Distillation of Russian Language Models with Reduction of VocabularyKnowledge distillation → Knowledge distillation for LLMs
- COOPERNAUT: End-to-End Driving with Cooperative Perception for Networked VehiclesEnd-to-end autonomous driving → Cooperative and V2X driving
- Attention-based Knowledge Distillation in Multi-attention Tasks: The Impact of a DCT-driven LossKnowledge distillation → General knowledge distillation methods
- Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data PoisoningLLM safety and security → Backdoor and data poisoning attacks
- Generalized Knowledge Distillation via Relationship MatchingKnowledge distillation → General knowledge distillation methods
- Optimizing Mixture of Experts using Dynamic RecompilationsMixture-of-experts → MoE theory and gating functions
- Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained ModelsLLM reasoning → Reasoning benchmarks and evaluation
- A Perspective on K-12 AI Education
- Data Governance in the Age of Large-Scale Data-Driven Language Technology
- Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning
- A Deep Learning Ensemble Framework for Off-Nadir Geocentric Pose Prediction
- Innovations in the field of on-board scheduling technologies
- NN-EUCLID: deep-learning hyperelasticity without stress data
- GRU-TV: Time- and velocity-aware GRU for patient representation on multivariate clinical time-series data
- DADApy: Distance-based Analysis of DAta-manifolds in Python
- Immiscible Color Flows in Optimal Transport Networks for Image Classification
- GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification
- Rethinking Classifier and Adversarial Attack
- CE-based white-box adversarial attacks will not work using super-fitting
- KenSwQuAD -- A Question Answering Dataset for Swahili Low Resource Language
- Creating a Forensic Database of Shoeprints from Online Shoe Tread Photos
- GitRank: A Framework to Rank GitHub Repositories
- FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation
- Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion
- Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning
- Convolutional and Residual Networks Provably Contain Lottery Tickets
- Equity and Fairness of Bayesian Knowledge Tracing
- Learning Individual Interactions from Population Dynamics with Discrete-Event Simulation Model
- Second-Order Sensitivity Analysis for Bilevel Optimization
- Exploring the Benefits of Teams in Multiagent Learning
- Most Activation Functions Can Win the Lottery Without Excessive Depth
- Language Models in the Loop: Incorporating Prompting into Weak Supervision
- Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer
- Machine Learning Operations (MLOps): Overview, Definition, and Architecture
- BodySLAM: Joint Camera Localisation, Mapping, and Human Motion Tracking
- P3IV: Probabilistic Procedure Planning from Instructional Videos with Weak Supervision
- Zero Day Threat Detection Using Graph and Flow Based Security Telemetry
- Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance
- A Dataset for N-ary Relation Extraction of Drug Combinations
- pyRDF2Vec: A Python Implementation and Extension of RDF2Vec
- DeepBayes -- an estimator for parameter estimation in stochastic nonlinear dynamical models
- Group-Invariant Quantum Machine Learning
- Multivariate Prediction Intervals for Random Forests
- Experimental Design for Causal Effect Identification
- HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction
- Semi-supervised learning approaches for predicting South African political sentiment for local government elections
- Chasing Streams with Existential Rules
- FedNest: Federated Bilevel, Minimax, and Compositional Optimization
- User-Centric Gender Rewriting
- Semi-Supervised Cascaded Clustering for Classification of Noisy Label Data
- Wavelet neural operator: a neural operator for parametric partial differential equations
- Ontology-Mediated Querying on Databases of Bounded Cliquewidth
- Reproducibility Beyond the Research Community: Experience from NLP Beginners
- Using virtual edges to extract keywords from texts modeled as complex networks
- Efficient Few-Shot Fine-Tuning for Opinion Summarization
- Compound virtual screening by learning-to-rank with gradient boosting decision tree and enrichment-based cumulative gain
- UnrealNAS: Can We Search Neural Architectures with Unreal Data?
- Making SGD Parameter-Free
- Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models
- Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification
- An Analysis of Generative Methods for Multiple Image Inpainting
- RecipeSnap -- a lightweight image-to-recipe model
- Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion-Cause Pair Extraction
- Domino Saliency Metrics: Improving Existing Channel Saliency Metrics with Structural Information
- Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification
- Accelerating phase-field-based simulation via machine learning
- Using Deep Reinforcement Learning to solve Optimal Power Flow problem with generator failures
- Prediction of fish location by combining fisheries data and sea bottom temperature forecasting
- Neuroevolutionary Multi-objective approaches to Trajectory Prediction in Autonomous Vehicles
- Dynamic Sparse R-CNN
- MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time Series
- Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets
- Learning Abstract and Transferable Representations for Planning
- Improve Discourse Dependency Parsing with Contextualized Representations
- Hypercomplex Image-to-Image Translation
- Video Extrapolation in Space and Time
- SDF-based RGB-D Camera Tracking in Neural Scene Representations
- Representation-Centric Survey of Supervised Skeletal Action Recognition and the New Benchmark
- DeepPortraitDrawing: Generating Human Body Images from Freehand Sketches
- Dual Branch Neural Network for Sea Fog Detection in Geostationary Ocean Color Imager
- Compositional Task-Oriented Parsing as Abstractive Question Answering
- Mobile-URSONet: an Embeddable Neural Network for Onboard Spacecraft Pose Estimation
- Estimation of Standard Auction Models
- SVTS: Scalable Video-to-Speech Synthesis
- Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment
- Exploring Rawlsian Fairness for K-Means Clustering
- Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images
- Few-Shot Document-Level Relation Extraction
- Hyperbolic Relevance Matching for Neural Keyphrase Extraction
- A Manifold Two-Sample Test Study: Integral Probability Metric with Neural Networks
- Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking
- Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites
- CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training
- TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognition
- Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models
- A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
- On Continual Model Refinement in Out-of-Distribution Data Streams
- A Computational Inflection for Scientific Discovery
- A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection
- Multi-subgoal Robot Navigation in Crowds with History Information and Interactions
All 155
- Design of a novel Korean learning application for efficient pronunciation correction
- EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis
- MM-Claims: A Dataset for Multimodal Claim Detection in Social Media
- Modelling calibration uncertainty in networks of environmental sensors
- ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks
- Lifelong Ensemble Learning based on Multiple Representations for Few-Shot Object Recognition
- The Isabelle ENIGMA
- ASP-Based Declarative Process Mining (Extended Abstract)
- Aligning to Social Norms and Values in Interactive Narratives
- Sequencer: Deep LSTM for Image Classification
- Non-Stationary Bandit Learning via Predictive Sampling
- Non-Autoregressive Machine Translation: It's Not as Fast as it Seems
- State Representation Learning for Goal-Conditioned Reinforcement Learning
- Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem
- Uncertainty-Autoencoder-Based Privacy and Utility Preserving Data Type Conscious Transformation
- EllSeg-Gen, towards Domain Generalization for head-mounted eyetracking
- Lexical Knowledge Internalization for Neural Dialog Generation
- Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs
- DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs
- Homography-Based Loss Function for Camera Pose Regression
- Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides
- Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI
- Probabilistic Symmetry for Multi-Agent Dynamics
- Zero-Episode Few-Shot Contrastive Predictive Coding: Solving intelligence tests without prior training
- Second Order Path Variationals in Non-Stationary Online Learning
- Scene Clustering Based Pseudo-labeling Strategy for Multi-modal Aerial View Object Classification
- CoCa: Contrastive Captioners are Image-Text Foundation Models
- Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction
- Cross-lingual Word Embeddings in Hyperbolic Space
- ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated Characters
- Self-Taught Metric Learning without Labels
- Pik-Fix: Restoring and Colorizing Old Photos
- Spatial-Temporal Meta-path Guided Explainable Crime Prediction
- Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts
- Virtual Analog Modeling of Distortion Circuits Using Neural Ordinary Differential Equations
- Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction
- Unsupervised Domain Adaptation Learning for Hierarchical Infant Pose Recognition with Synthetic Data
- Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness
- Uncertainty estimation of pedestrian future trajectory using Bayesian approximation
- P^3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning
- All You May Need for VQA are Image Captions
- Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract)
- fairlib: A Unified Framework for Assessing and Improving Classification Fairness
- Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing
- Joint Image Compression and Denoising via Latent-Space Scalability
- UCL-Dehaze: Towards Real-world Image Dehazing via Unsupervised Contrastive Learning
- Provably Confidential Language Modelling
- DeeptDCS: Deep Learning-Based Estimation of Currents Induced During Transcranial Direct Current Stimulation
- SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training
- Visual Commonsense in Pretrained Unimodal and Multimodal Models
- Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds
- FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation
- Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions
- Unified Semantic Typing with Meaningful Label Inference
- AmbiPun: Generating Humorous Puns with Ambiguous Context