几篇论文实现代码：
《Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles》(ICML 2023) GitHub: github.com/facebookresearch/hiera [fig2]
《Identity-Preserving Talking Face Generation with Landmark and Appearance Priors》(CVPR 2023) GitHub: github.com/Weizhi-Zhong/IP_LAP [fig1]
Unsupervised Continual Semantic Adaptation through Neural Rendering [fig7]
《CodeTF: A Transformer-based Library for CodeLLM & Code Intelligence》(2023) GitHub: github.com/salesforce/CodeTF
《GlyphControl: Glyph Conditional Control for Visual Text Generation》(2023) GitHub: github.com/AIGText/GlyphControl-release [fig3]
《AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration》(2023) GitHub: github.com/mit-han-lab/llm-awq [fig4]
《The Impact of Positional Encoding on Length Generalization in Transformers》(2023) GitHub: github.com/McGill-NLP/length-generalization
《SelFee: Iterative Self-Revising LLM Empowered by Self-Feedback Generation》(2023) GitHub: github.com/kaistAI/SelFee
《Likelihood-Based Diffusion Language Models》(2023) GitHub: github.com/igul222/plaid
《Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust》(2023) GitHub: github.com/YuxinWenRick/tree-ring-watermark [fig5]
《Unpaired Image-to-Image Translation via Neural Schrödinger Bridge》(2023) GitHub: github.com/cyclomon/UNSB [fig6]
《Reward Collapse in Aligning Large Language Models》(2023) GitHub: github.com/ctlllll/reward_collapse
《An Empirical Study of Multimodal Model Merging》(2023) GitHub: github.com/ylsung/vl-merging [fig8]
《Language Models Implement Simple Word2Vec-style Vector Arithmetic》(2023) GitHub: github.com/jmerullo/lm_vector_arithmetic

【国际能源署：全球太阳能投资将首超石油】国际能源署在最新发布的《世界能源投资报告》中预测，2023年太阳能投资将首次超过石油，预计全年有3800亿美元投入太阳能产业，3700亿美元投入石油生产领域。该机构预计，2021年至2023年期间，年度清洁能源投资将增长24%，同期化石燃料投资仅增长15%。@国际能源署
Investment into solar will surpass oil production for the first time in 2023, with an estimated inflow of $380 billion in the solar industry and $370 billion in oil production, according to the latest World Energy Investment report by the International Energy Agency. The IEA data showed that renewable energy and electric vehicles will drive clean energy investment growth by 24% from 2021 to 2023, as opposed to just 15% for fossil fuel investment.

#考研英语# 【长难句】

Rather than have people simply rate their beauty compared with others, he asked them to identify an original photograph of themselves from a lineup（一组） including versions that had been altered to appear more and less attractive.

【词汇】

看看，这些是否都认识？

identify [aɪˈdentɪfaɪ] v. 确认，认出

original [əˈrɪdʒənl] a. 原始的

alter [ˈɔːltə(r)] v. 改变

【解答】

1. 本句是复合句。

2.主干是Rather than…, he asked them...。

3. 主干后接状语from a lineup including versions。

4. 在状语中，versions由that引导的定语从句修饰。

【整句翻译】他没有让人们简单地通过和他人对比来评价自己的外貌，而是让他们从一组被修改的照片中识别出自己的原始照片，这些照片被修改得比其本人或美一些或丑一些。