Papers
Sun 4 Apr 2021
78 papers
- Interval Probabilistic Fuzzy WordNet
- Visual analytics of set data for knowledge discovery and member selection support
- IndT5: A Text-to-Text Transformer for 10 Indigenous Languages
- On principal component analysis of the convex combination of two data matrices and its application to acoustic metamaterial filters
- MGN-Net: a multi-view graph normalizer for integrating heterogeneous biological network populations
- A Modified Convolutional Network for Auto-encoding based on Pattern Theory Growth Function
- Principal Component Analysis Applied to Gradient Fields in Band Gap Optimization Problems for Metamaterials
- Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models
- Adversarial Semi-supervised Learning for Corporate Credit Ratings
- Probabilistic Kolmogorov-Arnold Network
- Identification of Nonlinear Dynamic Systems Using Type-2 Fuzzy Neural Networks -- A Novel Learning Algorithm and a Comparative Study
- Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning
- Constraint Programming to Discover One-Flip Local Optima of Quadratic Unconstrained Binary Optimization Problems
- A unified framework for non-negative matrix and tensor factorisations with a smoothed Wasserstein loss
- FixMyPose: Pose Correctional Captioning and Retrieval
- A Configurable BNN ASIC using a Network of Programmable Threshold Logic Standard Cells
- A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution
- 3D Convolutional Neural Networks for Stalled Brain Capillary Detection
- Faster Convolution Inference Through Using Pre-Calculated Lookup Tables
- Understanding Continual Learning Settings with Data Distribution Drift Analysis
- A contrastive rule for meta-learning
- Topological Information Retrieval with Dilation-Invariant Bottleneck Comparative Measures
- Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning
- Learning Linear Policies for Robust Bipedal Locomotion on Terrains with Varying Slopes
- Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation
- Tukey Depths and Hamilton-Jacobi Differential Equations
- SOLO: Search Online, Learn Offline for Combinatorial Optimization Problems
- Recommending Metamodel Concepts during Modeling Activities with Pre-Trained Language Models
- TATL: Task Agnostic Transfer Learning for Skin Attributes Detection
- Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing
- MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection
- Isconna: Streaming Anomaly Detection with Frequency and Patterns
- Revisiting Indirect Ontology Alignment : New Challenging Issues in Cross-Lingual Context
- Finite-Time Convergence Rates of Nonlinear Two-Time-Scale Stochastic Approximation under Markovian Noise
- Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties
- OnTarget: An Electronic Archery Scoring
- KnowGraph@IITK at SemEval-2021 Task 11: Building KnowledgeGraph for NLP Research
- A Federated Learning Framework for Non-Intrusive Load Monitoring
- Towards Lifelong Learning of End-to-end ASR
- Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers
- Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes
- STOPPAGE: Spatio-temporal Data Driven Cloud-Fog-Edge Computing Framework for Pandemic Monitoring and Management
- Synthesizing MR Image Contrast Enhancement Using 3D High-resolution ConvNets
- Class-incremental Learning using a Sequence of Partial Implicitly Regularized Classifiers
- Reliably fast adversarial training via latent adversarial perturbation
- TransfoRNN: Capturing the Sequential Information in Self-Attention Representations for Language Modeling
- Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks
- Information-theoretic regularization for Multi-source Domain Adaptation
- MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers
- IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection
- ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction
- Conv1D Energy-Aware Path Planner for Mobile Robots in Unstructured Environments
- Perspective-corrected Spatial Referring Expression Generation for Human-Robot Interaction
- Decentralized Statistical Inference with Unrolled Graph Neural Networks
- Scene Text Retrieval via Joint Text Detection and Similarity Learning
- A Task-Motion Planning Framework Using Iteratively Deepened AND/OR Graph Networks
- Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification
- A Conversational Agent System for Dietary Supplements Use
- Synergies Between Affordance and Geometry: 6-DoF Grasp Detection via Implicit Representations
- DINE: Domain Adaptation from Single and Multiple Black-box Predictors
- Hypercorrelation Squeeze for Few-Shot Segmentation
- Performance analysis of facial recognition: A critical review through glass factor
- Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework
- High-resolution Depth Maps Imaging via Attention-based Hierarchical Multi-modal Fusion
- SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction
- Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems
- Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient Images
- Generative Locally Linear Embedding
- ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context
- TSNAT: Two-Step Non-Autoregressvie Transformer Models for Speech Recognition
- Golden Tortoise Beetle Optimizer: A Novel Nature-Inspired Meta-heuristic Algorithm for Engineering Problems
- Simple Uncoupled No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium
- PDWN: Pyramid Deformable Warping Network for Video Interpolation
- SimCD: Simultaneous Clustering and Differential expression analysis for single-cell transcriptomic data
- Late fusion of machine learning models using passively captured interpersonal social interactions and motion from smartphones predicts decompensation in heart failure
- Detection of COVID-19 Disease using Deep Neural Networks with Ultrasound Imaging
- Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis
- Influencing Reinforcement Learning through Natural Language Guidance