Practical Tips for Finetuning LLMs Using LoRA (Low-Rank Adaptation)
substack.com/inbox/post/138081202
Nov 22, 2023
6
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News RecommendationPositive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation - 2205.06058.pdf
arxiv.org/pdf/2205.06058.pdf
Nov 14, 2023
22
News Graph: An Enhanced Knowledge Graph for News Recommendation - kars2019.pdf
www.microsoft.com/en-us/research/uploads/prod/2019/09/kars2019.pdf
Nov 14, 2023
18
The hidden forces behind China's content king Toutiao : YC Startup Library | Y Combinator
www.ycombinator.com/library/3x-the-hidden-forces-behind-china-s-content-king-toutiao
Nov 13, 2023
23
2207.12598.pdf
arxiv.org/pdf/2207.12598.pdf
Nov 10, 2023
3
Speech synthesis: A review of the best text to speech architectures with Deep Learning | AI Summer
theaisummer.com/text-to-speech/
Nov 8, 2023
14
Real-time Retrieval for Recommendations
applyingml.com/resources/real-time-recommendations/
Nov 2, 2023
11
A forty-year career.
lethain.com/forty-year-career/
Oct 30, 2023
18
Generative Modeling by Estimating Gradients of the Data Distribution | Yang Song
yang-song.net/blog/2021/score/
Oct 26, 2023
32
Guidance: a cheat code for diffusion models
sander.ai/2022/05/26/guidance.html
Oct 25, 2023
19
1907.09682.pdf
arxiv.org/pdf/1907.09682.pdf
Oct 17, 2023
11
DreamBooth
huggingface.co/docs/diffusers/training/dreambooth
Oct 15, 2023
The Illustrated Stable Diffusion
jalammar.github.io/illustrated-stable-diffusion/
Oct 15, 2023
30
TF Recommenders: Encode user watch history using OpenAI embeddings | Xmartlabs Blog
blog.xmartlabs.com/blog/tf-recommenders-encode-user-watch-history-using-openai-embeddings/
Oct 9, 2023
1302_towards_good_practices_in_self.pdf
openreview.net/pdf?id=YYvtmM9TPw
Oct 5, 2023
5
Understanding self-supervised and contrastive learning with "Bootstrap Your Own Latent" (BYOL)
imbue.com/research/2020-08-24-understanding-self-supervised-contrastive-learning/
Oct 4, 2023
19
Weights & Biases
wandb.ai/wandb_fc/Normalization-Series/reports/Instance-Normalization-in-PyTorch-With-Examples---VmlldzoxNDIyNTQx
Sep 30, 2023
5
1809.10341.pdf
arxiv.org/pdf/1809.10341.pdf
Sep 7, 2023
26
Reinforcing User Retention in a Billion Scale Short Video Recommender SystemReinforcing User Retention in a Billion Scale Short Video Recommender System - 2302.01724.pdf
arxiv.org/pdf/2302.01724.pdf
Sep 6, 2023
15
How to Give a Killer Presentation
hbr.org/2013/06/how-to-give-a-killer-presentation
Sep 5, 2023
30
Understanding and Modeling Passive-Negative Feedback for Short-video Sequential Recommendation - 2308.04086.pdf
arxiv.org/pdf/2308.04086.pdf
Aug 30, 2023
55
scontent.fsgn2-5.fna.fbcdn.net/v/t39.8562-6/246721374_422204999475172_9039387325224382577_n.pdf?_nc_cat=104&ccb=1-7&_nc_sid=ad8a9d&_nc_ohc=gZnE0wd2iBQAX9Lka7I&_nc_ht=scontent.fsgn2-5.fna&oh=00_AfCyutsR4g_o0uHkvzv7M3WWf6Jzo4c9NHD58DZK1jK_og&oe=64F3FD3A
Aug 30, 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models - 2301.12597.pdf
arxiv.org/pdf/2301.12597.pdf
Aug 29, 2023
12
Scaling the Instagram Explore recommendations system
engineering.fb.com/2023/08/09/ml-applications/scaling-instagram-explore-recommendations-system/
Aug 24, 2023
PIE: Personalized Interest Exploration for Large-Scale Recommender SystemsPIE: Personalized Interest Exploration for Large-Scale Recommender Systems - 2304.06844.pdf
arxiv.org/pdf/2304.06844.pdf
Aug 24, 2023
22
(33) RecSys 2020 Tutorial: Feature Engineering for Recommender Systems - YouTube
www.youtube.com/watch?v=uROvhp7cj6Q
Aug 14, 2023
(31) The ultimate guide to Color Theory, in just 12 minutes — Photography Visual Patterns #4 - YouTube
www.youtube.com/watch?v=yIOVJXNoDxY
Aug 13, 2023
(27) Master Lightroom Mobile | 9 tips for beginners - YouTube
www.youtube.com/watch?v=Em8GT_vshA8
Aug 13, 2023
(24) How To Edit in Adobe Lightroom (My step-by-step, end-to-end workflow) - YouTube
www.youtube.com/watch?v=fnsoELHaFo4
Aug 12, 2023
2
Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference NetworkImproving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network - 2102.03787.pdf
arxiv.org/pdf/2102.03787.pdf
Aug 10, 2023
16
What Is Pinyin? The Complete Beginner's Guide | FluentU Chinese Blog
www.fluentu.com/blog/chinese/learn-pinyin/
Aug 9, 2023
5
dl.acm.org/doi/pdf/10.1145/3159652.3159668
Aug 9, 2023
Multi-Interest-Aware User Modeling for Large-Scale Sequential RecommendationsMulti-Interest-Aware User Modeling for Large-Scale Sequential Recommendations - 2102.09211.pdf
arxiv.org/pdf/2102.09211.pdf
Aug 9, 2023
16
Analysis on the “Douyin (Tiktok) Mania” Phenomenon Based on Recommendation AlgorithmsAnalysis on the “Douyin (Tiktok) Mania” Phenomenon Based on Recommendation Algorithms - e3sconf_netid2021_03029.pdf
www.e3s-conferences.org/articles/e3sconf/pdf/2021/11/e3sconf_netid2021_03029.pdf
Aug 9, 2023
12