ashibaga
Site
Metric Learning
Musgrave ECCV’20 A Metric Learning Reality Check
Song CVPR’16 Deep Metric Learning via Lifted Structured Feature Embedding
Wang CVPR19 Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning
Wang CVPR’20 Cross-Batch Memory for Embedding Learning
Movshovitz ICCV’17 No fuss distance metric learning using proxies
Kim CVPR’20 Proxy Anchor Loss for Deep Metric Learning
Roth ICML’21 Simultaneous Similarity-based Self-Distillation for Deep Metric Learning
Radford ICML’21 CLIP (Learning Transferable Visual Models From Natural Language Supervision)
Roth CVPR’22 Integrating Language Guidance into Vision-based Deep Metric Learning
Learning from Noisy Labels
Northcutt ICML’20 Confident Learning: Estimating Uncertainty in Dataset Labels
Northcutt NeurIPS’21 Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks
Self Supervised Learning (SSL)
Chen ICML’20 SimCLR (A Simple Framework for Contrastive Learning of Visual Representations)
Grill NIPS’20 BYOL (Bootstrap Your Own Latent A New Approach to Self-Supervised Learning)
Chen CVPR’21 SimSiam (Exploring Simple Siamese Representation Learning)
Does ICLR’22 How Does SimSiam Avoid Collapse Without Negative Samples?
Representation Learning
Wang ICML’20 Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere
Other
Kudo EMNLP’18 SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
Teja ICML’20 Optimizer Benchmarking Needs to Account for Hyperparameter Tuning
Zhao (KDD’23) Breaking the Curse of Quality Saturation with User-Centric Ranking
Xie (KDD’23) QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search
Tensorflow Serving
検索システム 実務者のための開発改善ガイドブック 11章 検索を成功させるための支援
Proceedings
SIGIR’23 ABSTRACT
SIGIR’22 ABSTRACT
SIGIR’21 ABSTRACT
SIGIR’20 ABSTRACT
SIGIR’19 ABSTRACT
Learning to Rank
Zhen ICLR’21 Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
Zhuang SIGIR’20 Feature Transformation for Neural Ranking Models
Grover ICLR’19 Stochastic Optimization of Sorting Networks via Continuous Relaxations
Cuturi NeurIPS’19 Differentiable Ranks and Sorting using Optimal Transport
Blondel ICML’20 Fast Differentiable Sorting and Ranking
Petersen ICML’21 Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision
Petersen ICLR’22 Monotonic Differentiable Sorting Networks
Algorithm
Metric
畑
Diary26
Diary25
Page
Diary26
20260221
20260207
20260201
20260125
20260118
« 畑
Diary25 »
Diary26
20260221
20260207
20260201
20260125
20260118
« 畑
Diary25 »
Source
Diary26
¶
20260221
¶
ほうれん草の跡地にカインズで買ってきたじゃがいも(きたあかり)を植えた。
20260207
¶
20260201
¶
ほうれん草終了。
20260125
¶
20260118
¶
雪が積もった。そのあと収穫したほうれん草が甘くて感動した。
