Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning Nov 5, 2022 Compositional Zero-Shot Learning Disentanglement
— Unverified Crosslingual Generalization through Multitask Finetuning Nov 3, 2022 Coreference Resolution Cross-Lingual Transfer
Code Code Available Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection Nov 2, 2022 Object object-detection
— Unverified Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese Nov 2, 2022 Contrastive Learning image-classification
Code Code Available End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator Oct 29, 2022 intent-classification Intent Classification
Code Code Available Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Oct 29, 2022 Clustering Sentence
Code Code Available Being Comes from Not-being: Open-vocabulary Text-to-Motion Generation with Wordless Training Oct 28, 2022 Language Modelling Motion Generation
Code Code Available Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction Oct 27, 2022 Classification Conformal Prediction
— Unverified Text2Model: Text-based Model Induction for Zero-shot Image Classification Oct 27, 2022 3D Point Cloud Classification Action Recognition
— Unverified Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models Oct 26, 2022 Text Classification Text Infilling
— Unverified Zero-Shot Learning of a Conditional Generative Adversarial Network for Data-Free Network Quantization Oct 26, 2022 Data Free Quantization Generative Adversarial Network
— Unverified TAPE: Assessing Few-shot Russian Language Understanding Oct 23, 2022 Adversarial Attack Adversarial Text
Code Code Available ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback Oct 22, 2022 Data-free Knowledge Distillation Dataset Generation
Code Code Available Learning Attention Propagation for Compositional Zero-Shot Learning Oct 20, 2022 Compositional Zero-Shot Learning Zero-Shot Learning
— Unverified General Image Descriptors for Open World Image Retrieval using ViT CLIP Oct 20, 2022 Image Retrieval Retrieval
Code Code Available TabLLM: Few-shot Classification of Tabular Data with Large Language Models Oct 19, 2022 Classification Deep Learning
Code Code Available Meta-Learning via Classifier(-free) Diffusion Guidance Oct 17, 2022 Few-Shot Learning Image Generation
Code Code Available Improving Object-centric Learning with Query Optimization Oct 17, 2022 Image Segmentation Object
Code Code Available Non-Contrastive Learning Meets Language-Image Pre-Training Oct 17, 2022 Contrastive Learning domain classification
Code Code Available Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective Oct 16, 2022 Coreference Resolution Multiple-choice
Code Code Available LAION-5B: An open large-scale dataset for training next generation image-text models Oct 16, 2022 Image Generation Preference Mapping
Code Code Available Rebalanced Zero-shot Learning Oct 13, 2022 Zero-Shot Learning
Code Code Available Towards a Unified Multi-Dimensional Evaluator for Text Generation Oct 13, 2022 nlg evaluation Question Answering
Code Code Available Visual Classification via Description from Large Language Models Oct 13, 2022 Classification Descriptive
Code Code Available Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning Oct 11, 2022 Generalized Zero-Shot Learning Zero-Shot Learning
— Unverified Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents Oct 11, 2022 Classification Document Classification
— Unverified Non-intrusive Load Monitoring based on Self-supervised Learning Oct 9, 2022 Non-Intrusive Load Monitoring Self-Supervised Learning
— Unverified APE: Aligning Pretrained Encoders to Quickly Learn Aligned Multimodal Representations Oct 8, 2022 zero-shot-classification Zero-Shot Learning
— Unverified LOCL: Learning Object-Attribute Composition using Localization Oct 7, 2022 Attribute Object
Code Code Available Self-omics: A Self-supervised Learning Framework for Multi-omics Cancer Data Oct 3, 2022 Cancer type classification Self-Supervised Learning
Code Code Available LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models Oct 3, 2022 Few-Shot Learning Language Modelling
Code Code Available ITAINNOVA at SocialDisNER: A Transformers cocktail for disease identification in social media in Spanish Oct 1, 2022 zero-shot-classification Zero-Shot Learning
— Unverified Zero-shot Script Parsing Oct 1, 2022 Zero-Shot Learning
— Unverified Slot Dependency Modeling for Zero-Shot Cross-Domain Dialogue State Tracking Oct 1, 2022 Dialogue State Tracking Zero-Shot Learning
— Unverified HyperHawkes: Hypernetwork based Neural Temporal Point Process Oct 1, 2022 Continual Learning Zero-Shot Learning
— Unverified Prompt-guided Scene Generation for 3D Zero-Shot Learning Sep 29, 2022 Contrastive Learning Data Augmentation
— Unverified CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention Sep 28, 2022 Training-free 3D Point Cloud Classification Transfer Learning
Code Code Available Lex2Sent: A bagging approach to unsupervised sentiment analysis Sep 26, 2022 Classification Decoder
Code Code Available DeepGraphONet: A Deep Graph Operator Network to Learn and Zero-shot Transfer the Dynamic Response of Networked Systems Sep 21, 2022 Zero-Shot Learning
— Unverified I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Sep 21, 2022 Generalized Zero-Shot Learning image-classification
— Unverified WeLM: A Well-Read Pre-trained Language Model for Chinese Sep 21, 2022 Language Modeling Language Modelling
— Unverified Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Corpora Sep 14, 2022 Emotion Classification Natural Language Inference
Code Code Available Vision Transformers for Action Recognition: A Survey Sep 13, 2022 Action Recognition Dimensionality Reduction
— Unverified VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language Models Sep 12, 2022 Attribute Image-text Retrieval
Code Code Available FETA: Towards Specializing Foundation Models for Expert Task Applications Sep 8, 2022 Domain Generalization Few-Shot Learning
Code Code Available Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach Sep 6, 2022 Active Learning Depression Detection
— Unverified Federated Zero-Shot Learning for Visual Recognition Sep 5, 2022 Federated Learning Zero-Shot Learning
— Unverified Design of the topology for contrastive visual-textual alignment Sep 5, 2022 Contrastive Learning Image-to-Text Retrieval
Code Code Available Flexible Job Classification with Zero-Shot Learning Aug 30, 2022 Classification Document Classification
— Unverified Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces Aug 29, 2022 Attribute Federated Learning
— Unverified 