Dataset Debt in Biomedical Language Modeling May 1, 2022 Language Modeling Language Modelling
— Unverified Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models May 1, 2022 Classification Emotion Classification
— Unverified English-Malay Word Embeddings Alignment for Cross-lingual Emotion Classification with Hierarchical Attention Network May 1, 2022 Cross-Lingual Word Embeddings Emotion Classification
— Unverified Learn to Adapt for Generalized Zero-Shot Text Classification May 1, 2022 Classification Generalized Zero-Shot Learning
Code Code Available Zero-shot Learning for Grapheme to Phoneme Conversion with Language Ensemble May 1, 2022 8k Grapheme-to-Phoneme Conversion
Code Code Available PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining Apr 29, 2022 Image Classification Language Modeling
— Unverified Task Embedding Temporal Convolution Networks for Transfer Learning Problems in Renewable Power Time-Series Forecast Apr 29, 2022 Multi-Task Learning Time Series
Code Code Available Flamingo: a Visual Language Model for Few-Shot Learning Apr 29, 2022 Few-Shot Learning Generative Visual Question Answering
Code Code Available A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer Apr 27, 2022 Language Modeling Language Modelling
Code Code Available Zero-Shot Logit Adjustment Apr 25, 2022 Bayesian Inference Generalized Zero-Shot Learning
Code Code Available Deconstructed Generation-Based Zero-Shot Model Apr 24, 2022 Attribute Generalized Zero-Shot Learning
Code Code Available On Leveraging Variational Graph Embeddings for Open World Compositional Zero-Shot Learning Apr 23, 2022 Compositional Zero-Shot Learning Image Retrieval
— Unverified Tweets2Stance: Users stance detection exploiting Zero-Shot Learning Algorithms on Tweets Apr 22, 2022 Stance Detection Zero-Shot Learning
Code Code Available iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition Apr 22, 2022 Action Recognition Classification
Code Code Available DAME: Domain Adaptation for Matching Entities Apr 20, 2022 Domain Adaptation Zero-Shot Learning
Code Code Available Learning Compositional Representations for Effective Low-Shot Generalization Apr 17, 2022 Attribute Domain Adaptation
— Unverified No Token Left Behind: Explainability-Aided Image Classification and Generation Apr 11, 2022 image-classification Image Classification
Code Code Available Robust Cross-Modal Representation Learning with Progressive Self-Distillation Apr 10, 2022 Contrastive Learning Image Captioning
— Unverified Learning to Compose Soft Prompts for Compositional Zero-Shot Learning Apr 7, 2022 Attribute Compositional Zero-Shot Learning
Code Code Available Unified Contrastive Learning in Image-Text-Label Space Apr 7, 2022 Contrastive Learning image-classification
Code Code Available Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification Apr 4, 2022 Attribute Classification
— Unverified An Analysis of Semantically-Aligned Speech-Text Embeddings Apr 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Attribute Prototype Network for Any-Shot Learning Apr 4, 2022 Attribute Few-Shot Image Classification
— Unverified Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? Mar 31, 2022 Fine-Grained Visual Recognition Multimodal Reasoning
Code Code Available An Iterative Co-Training Transductive Framework for Zero Shot Learning Mar 30, 2022 Transductive Learning Zero-Shot Learning
— Unverified Unseen Classes at a Later Time? No Problem Mar 30, 2022 Generalized Zero-Shot Learning Zero-Shot Learning
Code Code Available Zero-shot meta-learning for small-scale data from human subjects Mar 29, 2022 Meta-Learning Zero-Shot Learning
— Unverified Hybrid Routing Transformer for Zero-Shot Learning Mar 29, 2022 Attribute Decoder
— Unverified Practical Aspects of Zero-Shot Learning Mar 29, 2022 Zero-Shot Learning
— Unverified ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations Mar 25, 2022 Natural Language Inference Zero-Shot Learning
Code Code Available mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling Mar 24, 2022 Contrastive Learning slot-filling
— Unverified How well does CLIP understand texture? Mar 22, 2022 Material Classification Zero-Shot Learning
Code Code Available Mixed Differential Privacy in Computer Vision Mar 22, 2022 Zero-Shot Learning
— Unverified Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Mar 21, 2022 Zero-Shot Learning
— Unverified VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning Mar 20, 2022 Transfer Learning Word Embeddings
Code Code Available Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation Mar 19, 2022 Domain Adaptation Image Segmentation
— Unverified Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector Mar 17, 2022 Diversity Generalized Zero-Shot Learning
— Unverified Efficient Language Modeling with Sparse all-MLP Mar 14, 2022 All Common Sense Reasoning
— Unverified End-to-End Semantic Video Transformer for Zero-Shot Action Recognition Mar 10, 2022 Action Recognition Temporal Action Localization
Code Code Available Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis Mar 10, 2022 Disentanglement Domain Adaptation
— Unverified HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing Mar 9, 2022 Language Modeling Language Modelling
— Unverified Geodesic Multi-Modal Mixup for Robust Fine-Tuning Mar 8, 2022 Image Captioning zero-shot-classification
Code Code Available A Gating Model for Bias Calibration in Generalized Zero-shot Learning Mar 8, 2022 Attribute Generalized Zero-Shot Learning
Code Code Available Universal Prototype Transport for Zero-Shot Action Recognition and Localization Mar 8, 2022 Action Recognition Object
— Unverified Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language Mar 7, 2022 GZSL Video Classification Zero-Shot Learning
Code Code Available Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention Mar 7, 2022 Multi-label zero-shot learning Zero-Shot Learning
— Unverified MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning Mar 7, 2022 Attribute Transfer Learning
Code Code Available Cluster-based Contrastive Disentangling for Generalized Zero-Shot Learning Mar 5, 2022 Contrastive Learning Generalized Zero-Shot Learning
— Unverified Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning Mar 3, 2022 Contrastive Learning Fairness
Code Code Available BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Mar 3, 2022 Compositional Zero-Shot Learning Contrastive Learning
Code Code Available 