leekunha / recent-trend-paper

recent-trend-paper

2024

Title	Publication	Review	Source
Mamba: Linear-Time Sequence Modeling with Selective State Spaces	ICLR	Blog	Paper
Improving fine-grained understanding in image-text pre-training	CV	Blog	Paper

2023

NLP

Title	Publication	Review	Source
Do PLMs Know and Understand Ontological Knowledge?	ACL	Blog	Paper
FRUIT: Faithfully Reflecting Updated Information in Text	NAACL	Blog	Paper
CogAgent: A Visual Language Model for GUI Agents	-	Blog	Paper
Generative Agents: Interactive Simulacra of Human Behavior	UIST	Blog	Paper
UniMath: A Foundational and Multimodal Mathematical Reasoner	EMNLP	Blog	Paper
Active Retrieval Augmented Generation	EMNLP	Blog	Paper
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents	EMNLP	Blog	Paper
Extractive Summarization via ChatGPT for Faithful Summary Generation	EMNLP	Blog	Paper
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment	EMNLP	Blog	Paper
Large language models are human-level prompt engineers	ICLR	Blog	Paper

Computer Vision

Title	Publication	Review	Source
Token Merging: Your ViT But Faster	ICLR	Blog	Paper
Visual Programming: Compositional visual reasoning without training	CVPR	Blog	Paper
AnyText: Multilingual Visual Text Generation And Editing	CVPR	Blog	Paper
What the DAAM: Interpreting Stable Diffusion Using Cross Attention	ACL	Blog	Paper
Erasing Concepts from Diffusion Models	ICCV	Blog	Paper
Zero-shot Referring Image Segmentation with Global-Local Context Features	CVPR	Blog	Paper

Recommender Systems

Title	Publication	Review	Source
Learning Fair Graph Representations via Automated Data Augmentations	ICLR	Blog	Paper
Going Beyond Local; Global-Graph-Enhanced Personalized News Recommendation	RecSys	Blog	Paper
Cracking the Code of Negative Transfer: A Cooperative Game Theoretic Approach for Cross-Domain Sequential Recommendation	CIKM	Blog	Paper
Goal-Oriented Multi-Modal Interactive Recommendation with Verbal and Non-Verbal Relevance Feedback	RecSys	Blog	Paper
Of Spiky SVDs and Music Recommendation	RecSys	Blog	Paper
Denoising Self-Attentive Sequential Recommendation	RecSys	Blog	Paper
Interpretable User Retention Modeling in Recommendation	RecSys	Blog	Paper
Diffusion Recommender Model	SIGIR	Blog	Paper
GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation	-	Blog	Paper
Collaborative filtering algorithms are prone to mainstream-taste bias	RecSys	Blog	Paper

Multi-Modal

Title	Publication	Review	Source
LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models	-	Blog	Paper
Osprey: Pixel Understanding with Visual Instruction Tuning	-	Blog	Paper
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation	ICCV	-	Paper

Speech

Title	Publication	Review	Source
Robust Speech Recognition via Large-Scale Weak Supervision	ICML	Blog	Paper

Others

Title	Publication	Review	Source
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers	ICLR	Blog	Paper
Are Emergent Abilities of Large Language Models a Mirage?	NIPS	Blog	Paper
Two-way Multi-Label Loss	CVPR	Blog	Paper

2022

Title	Field	Publication	Review	Source
Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation	RecSys	IJCAI	Blog	Paper
Do Prompt-Based Models Really Understand the Meaning of Their Prompts?	NLP	NAACL	Blog	Paper
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning	NLP	NIPS	Blog	Paper
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation	Multi-Modal	CVPR	Blog	Paper
Rethinking Personalized Ranking at Pinterest: An End-to-End Approach	RecSys	RecSys	Blog	Paper