Dynamics-Aware Quality-Diversity for Efficient Learning of Skill Repertoires Sep 16, 2021 Diversity Zero-Shot Learning
— Unverified Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media Sep 13, 2021 Zero-Shot Learning
Code Code Available Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework Sep 11, 2021 Few-Shot Learning named-entity-recognition
— Unverified A Recipe For Arbitrary Text Style Transfer with Large Language Models Sep 8, 2021 Sentence Sentence ReWriting
— Unverified Multi-Modal Zero-Shot Sign Language Recognition Sep 2, 2021 Hand Detection Sign Language Recognition
— Unverified SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation Aug 27, 2021 Knowledge Distillation Segmentation
— Unverified Field-Guide-Inspired Zero-Shot Learning Aug 24, 2021 Attribute Zero-Shot Learning
Code Code Available Structure-Aware Feature Generation for Zero-Shot Learning Aug 16, 2021 Attribute Generative Adversarial Network
— Unverified Towards Visual Explainable Active Learning for Zero-Shot Classification Aug 15, 2021 Active Learning Attribute
— Unverified MeetSum: Transforming Meeting Transcript Summarization using Transformers! Aug 13, 2021 Zero-Shot Learning
— Unverified Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition Aug 10, 2021 Attribute Blocking
Code Code Available Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021 Aug 1, 2021 Classification Generalized Zero-Shot Learning
— Unverified Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification Aug 1, 2021 Machine Reading Comprehension named-entity-recognition
— Unverified CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models Aug 1, 2021 Natural Language Inference Task 2
— Unverified Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting Aug 1, 2021 Classification text-classification
— Unverified A New Split for Evaluating True Zero-Shot Action Recognition Jul 27, 2021 Action Recognition Few-Shot action recognition
Code Code Available What Remains of Visual Semantic Embeddings Jul 26, 2021 Contrastive Learning Zero-Shot Learning
— Unverified Language Models as Zero-shot Visual Semantic Learners Jul 26, 2021 Object Object Recognition
— Unverified External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery Jul 22, 2021 Few-Shot Learning Zero-Shot Learning
— Unverified Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study Jul 16, 2021 Representation Learning Self-Supervised Learning
— Unverified Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains Jul 15, 2021 Domain Generalization Zero-Shot Learning
— Unverified Zero-Shot Compositional Concept Learning Jul 12, 2021 Attribute Zero-Shot Learning
— Unverified Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains Jul 12, 2021 Domain Generalization Zero-Shot Learning
— Unverified Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision Jul 11, 2021 Few-Shot Learning Generalized Zero-Shot Learning
— Unverified Mitigating Generation Shifts for Generalized Zero-Shot Learning Jul 7, 2021 Attribute Generalized Zero-Shot Learning
Code Code Available ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Jul 5, 2021 Few-Shot Learning Natural Language Understanding
Code Code Available Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods Jul 2, 2021 Metric Learning Zero-Shot Learning
Code Code Available Recent Neural Methods on Dialogue State Tracking for Task-Oriented Dialogue Systems: A Survey Jul 1, 2021 Dialogue State Tracking Task-Oriented Dialogue Systems
— Unverified Language-Level Semantics Conditioned 3D Point Cloud Segmentation Jul 1, 2021 Point Cloud Segmentation Segmentation
— Unverified Zero-shot Learning with Class Description Regularization Jun 30, 2021 Attribute Zero-Shot Learning
Code Code Available Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder with Semantic Concepts Jun 26, 2021 Decoder Few-Shot Learning
— Unverified Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks using Switching Tokens Jun 23, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text Jun 21, 2021 Zero-Shot Learning
— Unverified Zero-shot learning approach to adaptive Cybersecurity using Explainable AI Jun 21, 2021 Intrusion Detection Management
— Unverified Light Field Super-Resolution With Zero-Shot Learning Jun 19, 2021 Super-Resolution Zero-Shot Learning
— Unverified A Recipe For Arbitrary Text Style Transfer with Large Language Models Jun 16, 2021 Sentence Sentence ReWriting
— Unverified Disentangling Semantic-to-visual Confusion for Zero-shot Learning Jun 16, 2021 Generative Adversarial Network image-classification
Code Code Available Zero-sample surface defect detection and classification based on semantic feedback neural network Jun 15, 2021 Attribute Defect Detection
— Unverified Towards User-Driven Neural Machine Translation Jun 11, 2021 Contrastive Learning Machine Translation
Code Code Available Conterfactual Generative Zero-Shot Semantic Segmentation Jun 11, 2021 Causal Inference counterfactual
— Unverified A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks Jun 11, 2021 Image Retrieval Metric Learning
Code Code Available Phase retrieval with physics informed zero-shot learning Jun 8, 2021 Denoising Object
— Unverified Learning from Multiple Noisy Partial Labelers Jun 8, 2021 Attribute Classification
Code Code Available Multilingual Neural Semantic Parsing for Low-Resourced Languages Jun 7, 2021 Machine Translation Semantic Parsing
Code Code Available Transferring Knowledge from Text to Video: Zero-Shot Anticipation for Procedural Actions Jun 6, 2021 Zero-Shot Learning
— Unverified How to Adapt Your Pretrained Multilingual Model to 1600 Languages Jun 3, 2021 Cross-Lingual Transfer NER
— Unverified Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning Jun 1, 2021 Zero-Shot Learning
Code Code Available Pho(SC)-CTC -- A Hybrid Approach Towards Zero-shot Word Image Recognition May 31, 2021 Zero-Shot Learning
Code Code Available pRSL: Interpretable Multi-label Stacking by Learning Probabilistic Rules May 28, 2021 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
Code Code Available GAN for Vision, KG for Relation: a Two-stage Deep Network for Zero-shot Action Recognition May 25, 2021 Action Recognition Classification
— Unverified 