708: Προτεινόμενα papers

- 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