Προτεινόμενα papers

Top-level directory

• Computer Vision

  • Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification.pdf

  • Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision.pdf

• Distributed - Parallel SGD

  • Communication-efficient Distributed SGD with Sketching.pdf

  • Qsparse-local-SGD Distributed SGD with Quantization, Sparsification, and Local Computations.pdf

• Explainable AI

  • Data Shapley Equitable Valuation of Data for Machine Learning.pdf

  • Neural-symbolic integration and the Semantic Web.pdf

• GeoData

  • Coming Down to Earth Satellite-to-Street View Synthesis for Geo-Localization.pdf

  • MARIDA A benchmark for Marine Debris detection from Sentinel-2 remote sensing data.pdf

• Information Retrieval

  • A framework for social media data analytics using Elasticsearch and Kibana.pdf

  • Text Similarity in Vector Space Models A Comparative Study.pdf

• Multimodal tasks

  • Learning Transferable Visual Models From Natural Language Supervision.pdf

• Quantum Computing

  • Continuous-variable quantum neural networks.pdf

  • Experimental quantum speed-up in reinforcement learning agents.pdf

• Question Answering

  • Dense Passage Retrieval for Open-Domain Question Answering.pdf

  • QuAC Question Answering in Context.pdf

• Transformers

  • AN IMAGE IS WORTH 16X16 WORDS TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE.pdf

  • Transformers are RNNs Fast Autoregressive Transformers with Linear Attention.pdf

• Zero-shot Few-shot Learning

  • Learning to Compare Relation Network for Few-Shot Learning.pdf

  • Prototypical Networks for Few-shot Learning.pdf

• Αυτόματη Περίληψη Κειμένου

  • Improving Abstractive Document Summarization with%0ASalient Information Modeling.pdf

  • PEGASUS Pre-training with Extracted Gap-sentences for%0AAbstractive Summarization.pdf