KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Augmentations and Constraints
Paper • 2510.19316 • Published • 12
KORE（ICML26 🔥）
KORE uses knowledge-oriented control as its pivot to synergistically optimize the balance between knowledge adaptation and retention at different stag
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kailinjiang/KORE-74K
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kailinjiang/llava_7b_ov_rank235
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kailinjiang/llava_7b_ov_rank128
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kailinjiang/llava_7b_ov_rank64
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kailinjiang/llava_7b_ov_rank256
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kailinjiang/llava_7b_ov_without_augmentation
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kailinjiang/llava_7b_ov_without_constraint
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kailinjiang/llava_7b_ov_without_frozen_matrix_A
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kailinjiang/llava_7b_SEFE
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kailinjiang/llava_7b_OLoRA
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kailinjiang/llava_13b_lora_rank128
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kailinjiang/llava_13b_replay_lora_rank128
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kailinjiang/Qwen2.5_VL_ov_rank274
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kailinjiang/Qwen2.5_VL_7b_replay_lora
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kailinjiang/Qwen2.5_VL_7b_lora
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kailinjiang/SK_HallusionBench_rank235_llava
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kailinjiang/KO_Specific_Knowledge_MathVista_rank235_v2_llava_7b
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kailinjiang/KO_Specific_Knowledge_MME_rank235_v2_llava_7b
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kailinjiang/KO_Specific_Knowledge_OCRVQA_rank235_v2_llava_7b
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kailinjiang/llava_13b_ov_rank235_h100
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kailinjiang/llava_7B_lora_image_knowledge_agnostic
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kailinjiang/llava_7b_ov_training_base_ckpt_rank235
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kailinjiang/llava_7B_ewc
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kailinjiang/llava_7B_full_ft
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kailinjiang/llava_7B_lora
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kailinjiang/llava_7B_replay
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kailinjiang/llava_SEFE_KORE_Aug
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kailinjiang/llava_Replay_KORE_Aug
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kailinjiang/llava_MoELoRA_KORE_Aug
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