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2025-04-21T16:37:53.992+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'The authors redefine privacy and introduce a privacy-utility trade-off. In the related work, the authors also mentioned differential privacy, which has a similar trade-off. Could the authors elaborate on the differe... | {
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2025-04-21T16:35:29.086+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'The experiments are only conducted on randomly sampled sub-sets of the test sets, which may raise concerns about the convincingness of the results.', 'paper_id': 'cG8Q4FE0Hi', 'review_id': 'EyMZdNlpiZ'}\nQ2. {'Q_Num... | {
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2025-04-21T16:21:19.049+00:00 | {
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"text": "Q1. {'Q_Number': None, 'Question': 'Please check the questions in the weaknesses.', 'paper_id': 'CgpiO0DRrk', 'review_id': '2mQAM45xsU'}\nQ2. {'Q_Number': None, 'Question': 'How the proposed model will change accordingly?', 'paper_id': 'CgpiO0DRrk', ... | {
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2025-04-21T16:33:37.512+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'The improvements reported in the paper are astonishing. I wonder if the authors conduct any significance test on the improvements and the corresponding confidence levels, especially for the isolated and low-degree c... | {
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2025-04-21T16:17:26.345+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'How did you ensure that the PINN methods you evaluated were able to handle the diverse range of PDEs in your dataset, and what challenges did you encounter in this process?', 'paper_id': 'ApjY32f3Xr', 'review_id': '... | {
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2025-04-21T16:37:35.983+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'In Sec. 3, for the ablation study of number of decoding steps, did you also perform such experiment to measure the effect of the number of decoding steps on the WER/CER performance?', 'paper_id': 'KknWbD5j95', 'revi... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Rule3\",\n \"Q_Number\": \"1\",\n \"Question\": \"In Sec. 3, for the ablati... | |
2025-04-21T16:29:06.862+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'Could the authors elaborate on their decision to employ SSIM as the loss function rather than MSE loss? An explanation of this choice would provide clarity on the advantages or the intended outcomes of using SSIM ov... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Nan\",\n \"Q_Number\": \"1\",\n \"Question\": \"Could the authors elaborate... | |
2025-04-21T16:22:40.101+00:00 | {
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"text": "Q1. {'Q_Number': None, 'Question': 'Please see above.', 'paper_id': 'Oy1NtlFDmD', 'review_id': '6HyMd3xmFT'}\nQ2. {'Q_Number': None, 'Question': 'In Table 4, without applying the instance normalization, the accuracy of GCN has a big difference betwee... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Rule 1\",\n \"Q_Number\": null,\n \"Question\": \"Please see above.\",\n ... | |
2025-04-21T16:30:22.362+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'For Battle zone and Q*bert in Figure 1.(a), for a fixed FLOP budget, how the data size change when increasing the model size?', 'paper_id': 'LYS3RhIYCq', 'review_id': '5RO0ugP7aV'}\nQ2. {'Q_Number': '2', 'Question':... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Nan\",\n \"Q_Number\": \"1\",\n \"Question\": \"For Battle zone and Q*bert i... | |
2025-04-21T16:36:25.963+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'The quality of synthetic data could be highly different according to domain discrepancy between the local training data and the pretraining data for the foundation model. Instead of using standard image classificati... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"False\",\n \"Q_Number\": \"1\",\n \"Question\": \"The quality of synthetic d... | |
2025-04-21T16:19:08.679+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'In Theorem 1 , the authors claim that the SSM generalization is characterized by the temporal dependencies of the sequential data. More details on how does the dependency of the sequential data affect the generaliza... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Nan\",\n \"Q_Number\": \"1\",\n \"Question\": \"In Theorem 1 , the authors... | |
2025-04-21T16:31:24.91+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'PAGE was originally designed for nonconvex minimization problems and SVRG/SAGA is a common choice for convex problems. Although the problem to be solved is monotone, Algorithm 1 chooses PAGE as the base algorithm. C... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Nan\",\n \"Q_Number\": \"1\",\n \"Question\": \"PAGE was originally design... | |
2025-04-21T16:16:54.379+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'I would be grateful if the authors could clarify the points I made above regarding the design decisions made for the method and the details of its formulation.', 'paper_id': '30N3bNAiw3', 'review_id': 'GEMagnvX1j'}\... | {
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2025-04-21T16:33:52.386+00:00 | {
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"text": "Q1. {'Q_Number': None, 'Question': 'Please see weakness section for more detailed questions.', 'paper_id': 'gTWaUlxxWi', 'review_id': 'ICkPYmpIoh'}\nQ2. {'Q_Number': None, 'Question': 'Overall my major question is: what is the novelty of the proposed... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"1\",\n \"Q_Number\": null,\n \"Question\": \"Please see weakness section fo... | |
2025-04-21T16:32:05.555+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': \"The motivation is not clear to me. While the method has been tested for action tasks, notably skeletal action recognition, it doesn't seem tailored for this particular domain. Why was the method applied to action ... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Nan\",\n \"Q_Number\": \"1\",\n \"Question\": \"The motivation is not clea... | |
2025-04-21T16:26:59.699+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': '- Why is neuroevolution a reasonable approach for this problem?', 'paper_id': 't4pWejxMgr', 'review_id': '5zlAU9cUmy'}\nQ2. {'Q_Number': '2', 'Question': 'And how is it related to dealing with low-data regime in par... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Nan\",\n \"Q_Number\": \"1\",\n \"Question\": \"- Why is neuroevolution a re... | |
2025-04-21T16:30:02.593+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': '- It seems that Figure 1 experiments on iid data. Under this assumption, it seems no surprise to me that local training (p<1) is beneficial and smaller alpha leads to smaller objective gap, as $x_i^*$ is close to th... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Nan\",\n \"Q_Number\": \"1\",\n \"Question\": \"- It seems that Figure 1 e... | |
2025-04-21T16:18:34.882+00:00 | {
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"text": "Q1. {'Q_Number': None, 'Question': 'See the Weaknesses part for the major questions.', 'paper_id': 'HZdJgJ8ldH', 'review_id': 'cPlK8gXlsM'}\nQ2. {'Q_Number': None, 'Question': 'I have some other questions as follows. \\n1. Does the web search-based ... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Rule 1\",\n \"Q_Number\": null,\n \"Question\": \"See the Weaknesses part f... | |
2025-04-21T16:25:26.791+00:00 | {
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"text": "Q1. {'Q_Number': None, 'Question': \"I think such a level of modification to the environment doesn't qualify as developing a benchmark. It's more accurate to say that some environments were constructed to verify our conclusions.\", 'paper_id': 'W478n... | {
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2025-04-21T16:32:49.848+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'See weaknesses section.', 'paper_id': 'bsKMPAFHO7', 'review_id': '94rzKulPoP'}\nQ2. {'Q_Number': '2', 'Question': 'In order to further demonstrate the contribution of this work, the authors can have a table which re... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Rule 1\",\n \"Q_Number\": \"1\",\n \"Question\": \"See weaknesses section.\... | |
2025-04-21T16:33:09.937+00:00 | {
"contents": [
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"text": "Q1. {'Q_Number': '1', 'Question': 'Please see Weaknesses.', 'paper_id': 'uwY0GOqZBh', 'review_id': 'cXt0OhChMV'}\nQ2. {'Q_Number': '2', 'Question': 'Related works not well addressed. The long-tail categories studied in the paper is the same as the no... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"1\",\n \"Q_Number\": \"1\",\n \"Question\": \"Please see Weaknesses.\",\n ... | |
2025-04-21T16:38:01.541+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'In the evaluation on transferability, the adopted backbone encoders are all of CNN architecture (e.g., ResNet, MobileNet, ShuffleNet, SqueezeNet), and the datasets are just CIFAR-10 and CIFAR-100. More diverse choic... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Rule5\",\n \"Q_Number\": \"1\",\n \"Question\": \"In the evaluation on tra... | |
2025-04-21T16:34:06.644+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': \"- The focus on 4-bit and 5-bit quantizations was evident, but it raises the question: what about other bit depths? Were experiments conducted with other bit quantizations, and if so, what were the results? Elaborat... | {
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"text": "{\n \"Questions\": [\n {\n \"Filter_Rule\": \"Nan\",\n \"Q_Number\": \"1\",\n \"Question\": \"- The focus on 4-bit and ... | |
2025-04-21T16:19:51.327+00:00 | {
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"text": "Q1. {'Q_Number': '1', 'Question': 'With respect to my point in the weaknesses section, in my opinion, it would be more enlightening to show that the proposed score function leads to identify the true underlying DAG.', 'paper_id': 'fGAIgO75dG', 'revie... | {
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