Papers
Sat 17 Apr 2021
107 papers
- On Learning the Geodesic Path for Incremental LearningKnowledge distillation → Distillation for continual learning
- Action Advising with Advice Imitation in Deep Reinforcement LearningKnowledge distillation → On-policy and self-distillation for LLMs
- ResAtom System: Protein and Ligand Affinity Prediction Model Based on Deep Learning
- Transductive Learning for Abstractive News Summarization
- Machine learning-assisted surrogate construction for full-core fuel performance analysis
- Higher Order Recurrent Space-Time Transformer for Video Action Prediction
- Characterizing Idioms: Conventionality and Contingency
- BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
- Explaining Answers with Entailment Trees
- Monotonicity Marking from Universal Dependency Trees
- IUPUI Driving Videos and Images in All Weather and Illumination Conditions
- Learning from Noisy Labels for Entity-Centric Information Extraction
- DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction
- IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERT
- Question Decomposition with Dependency Graphs
- Competency Problems: On Finding and Removing Artifacts in Language Data
- Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training
- Customized determination of stop words using Random Matrix Theory approach
- Generating Diverse and Competitive Play-Styles for Strategy Games
- AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples
- Unveiling Anomalous Edges and Nominal Connectivity of Attributed Networks
- UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection
- Automated Mathematical Equation Structure Discovery for Visual Analysis
- Training Humans to Train Robots Dynamic Motor Skills
- Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks
- Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP
- Optimal Counterfactual Explanations for Scorecard modelling
- EXTRACTOR: Extracting Attack Behavior from Threat Reports
- Conservative Contextual Combinatorial Cascading Bandit
- Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales
- Emotion Classification in a Resource Constrained Language Using Transformer-based Approach
- Zero-shot Slot Filling with DPR and RAG
- Lifelong Learning with Sketched Structural Regularization
- Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure
- A Stylistic Analysis of Honest Deception: The Case of Seinfeld TV Series Sitcom
- XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment
- Sentence Alignment with Parallel Documents Facilitates Biomedical Machine Translation
- Age Range Estimation using MTCNN and VGG-Face Model
- Color Variants Identification in Fashion e-commerce via Contrastive Self-Supervised Representation Learning
- Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation
- GupShup: An Annotated Corpus for Abstractive Summarization of Open-Domain Code-Switched Conversations
- VSpSR: Explorable Super-Resolution via Variational Sparse Representation
- Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems
- RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features
- Wide-Baseline Multi-Camera Calibration using Person Re-Identification
- Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments
- Recursive input and state estimation: A general framework for learning from time series with missing data
- A Robust Model for Trust Evaluation during Interactions between Agents in a Sociable Environment
- Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation
- Multi-source Neural Topic Modeling in Multi-view Embedding Spaces
- Potential Anchoring for imbalanced data classification
- Fuzzy Discriminant Clustering with Fuzzy Pairwise Constraints
- Planning with Expectation Models for Control
- ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table
- TransVG: End-to-End Visual Grounding with Transformers
- DWUG: A large Resource of Diachronic Word Usage Graphs in Four Languages
- Cycle-free CycleGAN using Invertible Generator for Unsupervised Low-Dose CT Denoising
- Multi-Perspective Abstractive Answer Summarization
- The challenges of temporal alignment on Twitter during crises
- The Topic Confusion Task: A Novel Scenario for Authorship Attribution
- The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech
- PARE: Part Attention Regressor for 3D Human Body Estimation
- Multilingual and Cross-Lingual Intent Detection from Spoken Data
- Embodying Pre-Trained Word Embeddings Through Robot Actions
- Efficient Screening of Diseased Eyes based on Fundus Autofluorescence Images using Support Vector Machine
- Minimal Supervision for Morphological Inflection
- Exploring Deep Learning for Joint Audio-Visual Lip Biometrics
- Visually Guided Sound Source Separation and Localization using Self-Supervised Motion Representations
- Vision Transformer Pruning
- A Self-Supervised Auxiliary Loss for Deep RL in Partially Observable Settings
- Dual Metric Learning for Effective and Efficient Cross-Domain Recommendations
- Semi-Supervised Multi-Modal Multi-Instance Multi-Label Deep Network with Optimal Transport
- Agnostic learning with unknown utilities
- Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes
- Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification
- Sentence Concatenation Approach to Data Augmentation for Neural Machine Translation
- Learning to design drug-like molecules in three-dimensional space using deep generative models
- Convolutional Normalizing Flows for Deep Gaussian Processes
- A Surface Geometry Model for LiDAR Depth Completion
- Frequency-based Distortions in Contextualized Word Embeddings
- A multilabel approach to morphosyntactic probing
- Syntactic structures and the general Markov models
- KazakhTTS: An Open-Source Kazakh Text-to-Speech Synthesis Dataset
- Moving on from OntoNotes: Coreference Resolution Model Transfer
- Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding
- R&R: Metric-guided Adversarial Sentence Generation
- Context-Aware Interaction Network for Question Matching
- MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation
- Data Distillation for Text Classification
- Gaze Perception in Humans and CNN-Based Model
- Towards Efficient Convolutional Network Models with Filter Distribution Templates
- Joint Passage Ranking for Diverse Multi-Answer Retrieval
- Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification
- A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering
- Learning on a Budget via Teacher Imitation
- Bayesian graph convolutional neural networks via tempered MCMC
- Deep Chaos Synchronization
- Are Word Embedding Methods Stable and Should We Care About It?
- A Full Text-Dependent End to End Mispronunciation Detection and Diagnosis with Easy Data Augmentation Techniques
- Fashion-Guided Adversarial Attack on Person Segmentation
All 107
- Robust Embeddings Via Distributions
- TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion
- FiG-NeRF: Figure-Ground Neural Radiance Fields for 3D Object Category Modelling
- Risk score learning for COVID-19 contact tracing apps
- Sequential Cross-Document Coreference Resolution
- Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models
- Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing