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Found 7 papers, 2 papers with code
Iterative Prompt Relabeling for diffusion model with RLDF
IP-RLDF first samples a batch of images conditioned on the text, then relabels the text prompts of unmatched text-image pairs with classifier feedback.
Recursive Visual Programming
Visual Programming (VP) has emerged as a powerful framework for Visual Question Answering (VQA).
From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation
Addressing the challenge of adapting pre-trained vision-language models for generating insightful explanations for visual reasoning tasks with limited annotations, we present ReVisE: a $\textbf{Re}$cursive $\textbf{Vis}$ual $\textbf{E}$xplanation algorithm.
Lyfe Agents: Generative agents for low-cost real-time social interactions
Meanwhile, our techniques enabled Lyfe Agents to operate at a computational cost 10-100 times lower than existing alternatives.
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
How can we perform computations over natural language representations to solve tasks that require symbolic and numeric reasoning?
Entailment as Robust Self-Learner
Experiments on binary and multi-class classification tasks show that SimPLE leads to more robust self-training results, indicating that the self-trained entailment models are more efficient and trustworthy than large language models on language understanding tasks.
Multi-class Classification
Natural Language Understanding
+1
Chain of Thought Prompt Tuning in Vision Language Models
Chain of Thought is a simple and effective approximation to human reasoning process and has been proven useful for natural language processing (NLP) tasks.
