This paper proposes the Causal CLIP Adapter (CCA), which applies ICA to causally disentangle CLIP visual features, and enhances cross-modal alignment via unidirectional text classifier fine-tuning and ...
description [ICCV 2025][Multimodal VLM][Benchmark evaluation] This paper proposes an "information density" principle to evaluate MLLM benchmark quality along four dimensions — Fallacy, Difficulty, ...
Abstract: Zero-shot image captioning can harness the knowledge of pre-trained visual language models (VLMs) and language models (LMs) to generate captions for target domain images without paired ...
Some results have been hidden because they may be inaccessible to you
Show inaccessible results