Archives
- 13 Sep [논문 리뷰] SAM 2: Segment Anything in Images and Videos
- 05 Sep BLEU, CIDEr, SPICE 텍스트 생성 성능 평가 지표 총정리, 장단점 비교(feat. Rouge)
- 24 Aug NLP 기초: N-gram 개념 정리 (feat. Statistical Language Model, SLM)
- 23 Aug NLP 기초: TF-IDF 개념 , 계산 방법, 코드 구현(직접 구현부터 라이브러리를 사용한 간단 구현까지)
- 13 Aug [Softeer / Python] 전광판
- 13 Aug [백준 / Python] 17142번 : 연구소 3
- 07 Aug [논문 리뷰] LoRA: Low-Rank Adaptation of Large Language Models
- 25 Jul [논문 리뷰] RAG, Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
- 17 Jul [논문 리뷰] Rich Human Feedback for Text-to-Image Generation
- 11 Jul [논문 리뷰] Generative Image Dynamics
- 03 Jul [논문 리뷰] simCLR, A Simple Framework for Contrastive Learning of Visual Representations
- 21 Jun [논문 리뷰] Prompt-to-Prompt Image Editing with Cross Attention Control
- 13 Jun [논문 리뷰] ControlNet, Adding Conditional Control to Text-to-Image Diffusion Models
- 07 Jun [논문 리뷰] Med-PaLM M, Towards Generalist Biomedical AI
- 04 Jun [논문 리뷰] PaLM-E: An Embodied Multimodal Language Model
- 23 May [논문 리뷰] LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models (LMD)
- 16 May [논문 리뷰] BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing
- 09 May [논문 리뷰] BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
- 03 May [논문 리뷰] GLIP, Grounded Language-Image Pre-training
- 25 Apr [논문 리뷰] BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
- 18 Apr [논문 리뷰] Segment Anything (SAM)
- 09 Apr 딥러닝 Normalization (Batch Normalization, Layer Normalization, Instance Normalization, Group Normalization 비교)
- 03 Apr [논문 리뷰] Scalable Pre-training of Large Autoregressive Image Models (AIM)
- 27 Mar [논문 리뷰] GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models
- 25 Mar [백준 / Python] 17822번 : 원판 돌리기
- 25 Mar [백준 / Python] 16234번 : 인구 이동
- 25 Mar [백준 / Python] 15696번: 치킨 배달
- 20 Mar [논문 리뷰] DiT, Scalable Diffusion Models with Transformers
- 11 Mar [논문 리뷰] DALL-E 2, Hierarchical Text-Conditional Image Generation with CLIP Latents (unCLIP)
- 05 Mar [논문 리뷰] DINOv2: Learning Robust Visual Features without Supervision
- 28 Feb [논문 리뷰] ViViT: A Video Vision Transformer
- 21 Feb [논문 리뷰] BEiT: BERT Pre-Training of Image Transformers
- 15 Feb [논문 리뷰] DALL-E, Zero-Shot Text-to-Image Generation
- 09 Feb [논문 리뷰] Learning to Generate Text grounded Mask for Open World Semantic Segmentation (TCL)
- 04 Feb [논문 리뷰] Stable Diffusion, High-Resolution Image Synthesis with Latent Diffusion Models
- 30 Jan Generative model 기초 3. Diffusion 정리
- 25 Jan Generative model 기초 2. VAE 정리
- 19 Jan Generative model 기초 1. GAN 정리
- 16 Jan [논문리뷰] CLIP, Learning Transferable Visual Models From Natural Language Supervision
- 10 Jan [논문 리뷰] MaskGIT: Masked Generative Image Transformer