{"id":3933,"date":"2025-09-15T14:12:25","date_gmt":"2025-09-15T06:12:25","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=3933"},"modified":"2025-09-15T14:12:25","modified_gmt":"2025-09-15T06:12:25","slug":"202509-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-multimodal-emotion-recognition-with-vision-language-prompting-and-modality-dropout","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202509-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-multimodal-emotion-recognition-with-vision-language-prompting-and-modality-dropout\/","title":{"rendered":"202509 \u8bba\u6587\u7814\u8bfb-Multimodal Emotion Recognition with Vision-language Prompting and Modality Dropout"},"content":{"rendered":"\n<p><strong>\u4f5c\u8005\uff1a<\/strong> Anbin QI\uff0cZhongliang Liu\uff0cXinyong Zhou\u7b49<\/p>\n\n\n\n<p><strong>\u6765\u6e90\uff1a<\/strong> ACM MM 2024<\/p>\n\n\n\n<p><strong>\u65f6\u95f4\uff1a<\/strong> 2024.09<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"479\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-24.png\" alt=\"\" class=\"wp-image-3935\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-24.png 850w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-24-300x169.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-24-768x433.png 768w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"477\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-25.png\" alt=\"\" class=\"wp-image-3936\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-25.png 850w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-25-300x168.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-25-768x431.png 768w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"853\" height=\"481\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-26.png\" alt=\"\" class=\"wp-image-3937\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-26.png 853w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-26-300x169.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-26-768x433.png 768w\" sizes=\"auto, (max-width: 853px) 100vw, 853px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"847\" height=\"479\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-27.png\" alt=\"\" class=\"wp-image-3938\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-27.png 847w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-27-300x170.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-27-768x434.png 768w\" sizes=\"auto, (max-width: 847px) 100vw, 847px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"854\" height=\"474\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-28.png\" alt=\"\" class=\"wp-image-3939\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-28.png 854w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-28-300x167.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-28-768x426.png 768w\" sizes=\"auto, (max-width: 854px) 100vw, 854px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"854\" height=\"476\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-29.png\" alt=\"\" class=\"wp-image-3940\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-29.png 854w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-29-300x167.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-29-768x428.png 768w\" sizes=\"auto, (max-width: 854px) 100vw, 854px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"477\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-30.png\" alt=\"\" class=\"wp-image-3941\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-30.png 850w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-30-300x168.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-30-768x431.png 768w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"474\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-31.png\" alt=\"\" class=\"wp-image-3942\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-31.png 850w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-31-300x167.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-31-768x428.png 768w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"855\" height=\"479\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-32.png\" alt=\"\" class=\"wp-image-3943\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-32.png 855w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-32-300x168.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-32-768x430.png 768w\" sizes=\"auto, (max-width: 855px) 100vw, 855px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"847\" height=\"477\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-34.png\" alt=\"\" class=\"wp-image-3945\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-34.png 847w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-34-300x169.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-34-768x433.png 768w\" sizes=\"auto, (max-width: 847px) 100vw, 847px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"851\" height=\"476\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-33.png\" alt=\"\" class=\"wp-image-3944\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-33.png 851w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-33-300x168.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-33-768x430.png 768w\" sizes=\"auto, (max-width: 851px) 100vw, 851px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"847\" height=\"476\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-35.png\" alt=\"\" class=\"wp-image-3946\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-35.png 847w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-35-300x169.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-35-768x432.png 768w\" sizes=\"auto, (max-width: 847px) 100vw, 847px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"851\" height=\"476\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-36.png\" alt=\"\" class=\"wp-image-3947\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-36.png 851w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-36-300x168.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/09\/image-36-768x430.png 768w\" sizes=\"auto, (max-width: 851px) 100vw, 851px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1a Anbin QI\uff0cZhongliang Liu\uff0cXinyong Zhou\u7b49 \u6765\u6e90\uff1a ACM MM 20 [&hellip;]<\/p>\n","protected":false},"author":62,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3933","post","type-post","status-publish","format-standard","hentry","category-events"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/3933","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/users\/62"}],"replies":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/comments?post=3933"}],"version-history":[{"count":1,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/3933\/revisions"}],"predecessor-version":[{"id":3948,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/3933\/revisions\/3948"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=3933"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/categories?post=3933"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/tags?post=3933"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}