Papers
Sat 10 Apr 2021
68 papers
- Data-Free Knowledge Distillation with Soft Targeted Transfer Set SynthesisKnowledge distillation → General knowledge distillation methods
- Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog ManagementLLM alignment / RLHF / preference optimisation → Preference alignment for recommenders and RAG
- Representation Learning for Weakly Supervised Relation Extraction
- SGD Implicitly Regularizes Generalization Error
- Identifying and Categorizing Offensive Language in Social Media
- Deep Weakly Supervised Positioning
- Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems
- Beyond Pointwise Submodularity: Non-Monotone Adaptive Submodular Maximization subject to Knapsack and k-System Constraints
- Autoequivariant Network Search via Group Decomposition
- On migration to Perpetual Enterprise System
- Error Propagation in Satellite Multi-image Geometry
- Sentiment-based Candidate Selection for NMT
- Ensemble Learning based on Classifier Prediction Confidence and Comprehensive Learning Particle Swarm Optimisation for polyp localisation
- FRAKE: Fusional Real-time Automatic Keyword Extraction
- Latent Code-Based Fusion: A Volterra Neural Network Approach
- FreSaDa: A French Satire Data Set for Cross-Domain Satire Detection
- Two layer Ensemble of Deep Learning Models for Medical Image Segmentation
- Non-autoregressive Transformer-based End-to-end ASR using BERT
- Coupling streaming AI and HPC ensembles to achieve 100-1000x faster biomolecular simulations
- A Swarm Variant for the Schr"odinger Solver
- Robust Egocentric Photo-realistic Facial Expression Transfer for Virtual Reality
- What Makes an Effective Scalarising Function for Multi-Objective Bayesian Optimisation?
- Smart Vectorizations for Single and Multiparameter Persistence
- Generating Physically-Consistent Satellite Imagery for Climate Visualizations
- Lip reading using external viseme decoding
- Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation
- Boosted Embeddings for Time Series Forecasting
- UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models
- Selection-Expansion: A Unifying Framework for Motion-Planning and Diversity Search Algorithms
- MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis
- Q-matrix Unaware Double JPEG Detection using DCT-Domain Deep BiLSTM Network
- Applications of physics-informed scientific machine learning in subsurface science: A survey
- Adversarially-Trained Nonnegative Matrix Factorization
- Preprocessing Methods of Lane Detection and Tracking for Autonomous Driving
- NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance
- MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection
- Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing
- Estimation of BMI from Facial Images using Semantic Segmentation based Region-Aware Pooling
- Joint Program and Layout Transformations to enable Convolutional Operators on Specialized Hardware based on Constraint Programming
- Discovering Categorical Main and Interaction Effects Based on Association Rule Mining
- A New Comprehensive Framework for Multi-Exposure Stereo Coding Utilizing Low Rank Tucker-ALS and 3D-HEVC Techniques
- Fool Me Twice: Entailment from Wikipedia Gamification
- Occlusion Guided Self-supervised Scene Flow Estimation on 3D Point Clouds
- Coastline extraction from ALOS-2 satellite SAR images
- Do as we do: Multiple Person Video-To-Video Transfer
- Use of Metamorphic Relations as Knowledge Carriers to Train Deep Neural Networks
- Object Priors for Classifying and Localizing Unseen Actions
- Random Intersection Chains
- Pyramidal Reservoir Graph Neural Network
- ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference
- DuRIN: A Deep-unfolded Sparse Seismic Reflectivity Inversion Network
- ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning
- MPTP: Motion-Planning-aware Task Planning for Navigation in Belief Space
- Not All Attention Is All You Need
- Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation
- ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser
- Learning from 2D: Contrastive Pixel-to-Point Knowledge Transfer for 3D Pretraining
- Approximate Bayesian Computation of B'ezier Simplices
- Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis
- Deep Learning Identifies Neuroimaging Signatures of Alzheimer's Disease Using Structural and Synthesized Functional MRI Data
- Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections
- Unified Source-Filter GAN: Unified Source-filter Network Based On Factorization of Quasi-Periodic Parallel WaveGAN
- On Universal Black-Box Domain Adaptation
- Unveiling personnel movement in a larger indoor area with a non-overlapping multi-camera system
- Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes
- Meta-Learning Bidirectional Update Rules
- Regression Networks For Calculating Englacial Layer Thickness
- Towards Automated and Marker-less Parkinson Disease Assessment: Predicting UPDRS Scores using Sit-stand videos