Contrastive Decoding
![[논문 리뷰] VACoDe: Visual Augmented Contrastive Decoding](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/vacode-visual-augmented-contrastive-decoding-1.png "Contrastive Decoding")
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![[论文评述] SDCD: Structure-Disrupted Contrastive Decoding for Mitigating ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/sdcd-structure-disrupted-contrastive-decoding-for-mitigating-hallucinations-in-large-vision-language-models-0.png "Contrastive Decoding")
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![[論文レビュー] Contrastive Decoding for Synthetic Data Generation in Low ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/contrastive-decoding-for-synthetic-data-generation-in-low-resource-language-modeling-0.png "Contrastive Decoding")
![[논문 리뷰] Self-Augmented Visual Contrastive Decoding](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/self-augmented-visual-contrastive-decoding-3.png "Contrastive Decoding")
![[R] Contrastive Decoding Improves Reasoning in Large Language Models ...](https://preview.redd.it/r-contrastive-decoding-improves-reasoning-in-large-language-v0-ow30ep2115pb1.png?auto=webp&s=58ae5e00964706109006d2ebfb07216343f97f78 "Contrastive Decoding")
![[论文评述] ConVis: Contrastive Decoding with Hallucination Visualization ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/convis-contrastive-decoding-with-hallucination-visualization-for-mitigating-hallucinations-in-multimodal-large-language-models-0.png "Contrastive Decoding")
![[論文レビュー] When to Speak, When to Abstain: Contrastive Decoding with ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/when-to-speak-when-to-abstain-contrastive-decoding-with-abstention-0.png "Contrastive Decoding")
![[논문 리뷰] Delve into Visual Contrastive Decoding for Hallucination ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/delve-into-visual-contrastive-decoding-for-hallucination-mitigation-of-large-vision-language-models-0.png "Contrastive Decoding")
![[论文评述] Delta -- Contrastive Decoding Mitigates Text Hallucinations in ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/delta-contrastive-decoding-mitigates-text-hallucinations-in-large-language-models-2.png "Contrastive Decoding")
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![[2309.09117] Contrastive Decoding Improves Reasoning in Large Language ...](https://ar5iv.labs.arxiv.org/html/2309.09117/assets/plots/splashy-heatmap-rev1.png "Contrastive Decoding")
![[논문 리뷰] Adversarial Contrastive Decoding: Boosting Safety Alignment of ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/adversarial-contrastive-decoding-boosting-safety-alignment-of-large-language-models-via-opposite-prompt-optimization-0.png "Contrastive Decoding")
![[2210.15097] Contrastive Decoding: Open-ended Text Generation as ...](https://ar5iv.labs.arxiv.org/html/2210.15097/assets/figs/fig1.5.jpg "Contrastive Decoding")
![논문 리뷰 💬 [Speculative Contrastive Decoding]](https://blog.kakaocdn.net/dn/ZAXAR/btsNYlaoqli/KcikabNAkwNqv49HwvgsPk/img.png "Contrastive Decoding")
![[论文评述] APCD: Adaptive Path-Contrastive Decoding for Reliable Large ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/apcd-adaptive-path-contrastive-decoding-for-reliable-large-language-model-generation-0.png "Contrastive Decoding")
![[论文评述] Neural-MCRL: Neural Multimodal Contrastive Representation ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/neural-mcrl-neural-multimodal-contrastive-representation-learning-for-eeg-based-visual-decoding-1.png "Contrastive Decoding")
![[논문 리뷰] Watermarking for Factuality: Guiding Vision-Language Models ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/watermarking-for-factuality-guiding-vision-language-models-toward-truth-via-tri-layer-contrastive-decoding-0.png "Contrastive Decoding")
![[2503.18556] Instruction-Aligned Visual Attention for Mitigating ...](https://ar5iv.labs.arxiv.org/html/2503.18556/assets/figures/fig2b.png "Contrastive Decoding")
![[논문 리뷰] Mask What Matters: Mitigating Object Hallucinations in ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mask-what-matters-mitigating-object-hallucinations-in-multimodal-large-language-models-with-object-aligned-visual-contrastive-decoding-0.png "Contrastive Decoding")
![[논문 리뷰] HICD: Hallucination-Inducing via Attention Dispersion for ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/hicd-hallucination-inducing-via-attention-dispersion-for-contrastive-decoding-to-mitigate-hallucinations-in-large-language-models-1.png "Contrastive Decoding")
![[논문 리뷰] Spatial-Functional awareness Transformer-based graph archetype ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/spatial-functional-awareness-transformer-based-graph-archetype-contrastive-learning-for-decoding-visual-neural-representations-from-eeg-2.png "Contrastive Decoding")
![[논문 리뷰] SEASON: Mitigating Temporal Hallucination in Video Large ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/season-mitigating-temporal-hallucination-in-video-large-language-models-via-self-diagnostic-contrastive-decoding-0.png "Contrastive Decoding")
![[논문 리뷰] Mitigating Hallucination in Visual-Language Models via Re ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mitigating-hallucination-in-visual-language-models-via-re-balancing-contrastive-decoding-1.png "Contrastive Decoding")
![[논문 리뷰] 🌹 ROSE Doesn’t Do That: Boosting the Safety of Instruction ...](https://img1.daumcdn.net/thumb/R800x0/?scode=mtistory2&fname=https:%2F%2Fblog.kakaocdn.net%2Fdna%2FlEiZv%2FbtsOJiquzq1%2FAAAAAAAAAAAAAAAAAAAAAGoLmWZrrgceoMst8mtLm_P0677WD-ZhgpT45SooNznF%2Fimg.png%3Fcredential%3DyqXZFxpELC7KVnFOS48ylbz2pIh7yKj8%26expires%3D1759244399%26allow_ip%3D%26allow_referer%3D%26signature%3DkM4MsZB2gNpOD5dz%252Fehuu3aEZEo%253D "Contrastive Decoding")
![[논문 리뷰] Enhancing Contextual Understanding in Large Language Models ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/enhancing-contextual-understanding-in-large-language-models-through-contrastive-decoding-0.png "Contrastive Decoding")
![[논문 리뷰] Whisper-CD: Accurate Long-Form Speech Recognition using Multi ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/whisper-cd-accurate-long-form-speech-recognition-using-multi-negative-contrastive-decoding-1.png "Contrastive Decoding")
![[论文评述] Mitigating Hallucinations of Large Language Models in Medical ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mitigating-hallucinations-of-large-language-models-in-medical-information-extraction-via-contrastive-decoding-0.png "Contrastive Decoding")
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